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ner-results-all.txt
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ner-results-all.txt
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Date Model Run Dataset Micro F1 Macro F1 Label Report
07/09/2023 10:35:30 xlm-r-base xlm-r-base-0 datasets/hr500k.conllup_extracted.json 0.9883180308654034 0.9033725020957565 {'B-deriv-per': {'precision': 0.9705882352941176, 'recall': 0.868421052631579, 'f1-score': 0.9166666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9477806788511749, 'recall': 0.9490196078431372, 'f1-score': 0.9483997387328543, 'support': 765.0}, 'B-misc': {'precision': 0.8357348703170029, 'recall': 0.8285714285714286, 'f1-score': 0.8321377331420373, 'support': 350.0}, 'B-org': {'precision': 0.8808900523560209, 'recall': 0.9021447721179625, 'f1-score': 0.8913907284768212, 'support': 746.0}, 'B-per': {'precision': 0.9290780141843972, 'recall': 0.9465317919075145, 'f1-score': 0.9377236936292054, 'support': 692.0}, 'I-loc': {'precision': 0.9465648854961832, 'recall': 0.7515151515151515, 'f1-score': 0.8378378378378378, 'support': 165.0}, 'I-misc': {'precision': 0.845691382765531, 'recall': 0.8290766208251473, 'f1-score': 0.8373015873015873, 'support': 509.0}, 'I-org': {'precision': 0.8420168067226891, 'recall': 0.8994614003590664, 'f1-score': 0.8697916666666666, 'support': 557.0}, 'I-per': {'precision': 0.959731543624161, 'recall': 0.9727891156462585, 'f1-score': 0.9662162162162162, 'support': 441.0}, 'O': {'precision': 0.9965246684576351, 'recall': 0.9959937775694163, 'f1-score': 0.9962591522876724, 'support': 46927.0}, 'accuracy': 0.9883180308654034, 'macro avg': {'precision': 0.9154601138068912, 'recall': 0.8943524718986662, 'f1-score': 0.9033725020957565, 'support': 51190.0}, 'weighted avg': {'precision': 0.9884216829551715, 'recall': 0.9883180308654034, 'f1-score': 0.9883170134746402, 'support': 51190.0}}
07/09/2023 10:41:24 xlm-r-base xlm-r-base-1 datasets/hr500k.conllup_extracted.json 0.9885719867161555 0.9041299466961737 {'B-deriv-per': {'precision': 0.9142857142857143, 'recall': 0.8421052631578947, 'f1-score': 0.8767123287671234, 'support': 38.0}, 'B-loc': {'precision': 0.9314720812182741, 'recall': 0.9594771241830066, 'f1-score': 0.9452672247263361, 'support': 765.0}, 'B-misc': {'precision': 0.857566765578635, 'recall': 0.8257142857142857, 'f1-score': 0.8413391557496361, 'support': 350.0}, 'B-org': {'precision': 0.8834437086092716, 'recall': 0.8941018766756033, 'f1-score': 0.8887408394403732, 'support': 746.0}, 'B-per': {'precision': 0.9221140472878998, 'recall': 0.958092485549133, 'f1-score': 0.9397590361445783, 'support': 692.0}, 'I-loc': {'precision': 0.9692307692307692, 'recall': 0.7636363636363637, 'f1-score': 0.8542372881355932, 'support': 165.0}, 'I-misc': {'precision': 0.8551587301587301, 'recall': 0.8467583497053045, 'f1-score': 0.8509378084896347, 'support': 509.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.9084380610412927, 'f1-score': 0.8761904761904763, 'support': 557.0}, 'I-per': {'precision': 0.9642857142857143, 'recall': 0.9795918367346939, 'f1-score': 0.9718785151856019, 'support': 441.0}, 'O': {'precision': 0.9967787353869784, 'recall': 0.9956954418565005, 'f1-score': 0.9962367941323838, 'support': 46927.0}, 'accuracy': 0.9885719867161555, 'macro avg': {'precision': 0.9140490112195833, 'recall': 0.897361108825408, 'f1-score': 0.9041299466961737, 'support': 51190.0}, 'weighted avg': {'precision': 0.9887128652658606, 'recall': 0.9885719867161555, 'f1-score': 0.9885787101954415, 'support': 51190.0}}
07/09/2023 10:47:18 xlm-r-base xlm-r-base-2 datasets/hr500k.conllup_extracted.json 0.9883961711271733 0.9016759381617494 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8157894736842105, 'f1-score': 0.898550724637681, 'support': 38.0}, 'B-loc': {'precision': 0.9430051813471503, 'recall': 0.9516339869281045, 'f1-score': 0.9472999349381912, 'support': 765.0}, 'B-misc': {'precision': 0.8361581920903954, 'recall': 0.8457142857142858, 'f1-score': 0.8409090909090908, 'support': 350.0}, 'B-org': {'precision': 0.8813333333333333, 'recall': 0.886058981233244, 'f1-score': 0.8836898395721925, 'support': 746.0}, 'B-per': {'precision': 0.9085948158253752, 'recall': 0.9624277456647399, 'f1-score': 0.9347368421052632, 'support': 692.0}, 'I-loc': {'precision': 0.9136690647482014, 'recall': 0.7696969696969697, 'f1-score': 0.8355263157894737, 'support': 165.0}, 'I-misc': {'precision': 0.8405511811023622, 'recall': 0.8388998035363457, 'f1-score': 0.8397246804326449, 'support': 509.0}, 'I-org': {'precision': 0.872113676731794, 'recall': 0.881508078994614, 'f1-score': 0.8767857142857144, 'support': 557.0}, 'I-per': {'precision': 0.9493392070484582, 'recall': 0.9773242630385488, 'f1-score': 0.9631284916201117, 'support': 441.0}, 'O': {'precision': 0.9968434074137269, 'recall': 0.9959724678756366, 'f1-score': 0.9964077473271296, 'support': 46927.0}, 'accuracy': 0.9883961711271733, 'macro avg': {'precision': 0.9141608059640799, 'recall': 0.8925026056366698, 'f1-score': 0.9016759381617492, 'support': 51190.0}, 'weighted avg': {'precision': 0.9884776136940131, 'recall': 0.9883961711271733, 'f1-score': 0.9883968635586468, 'support': 51190.0}}
07/09/2023 10:51:39 csebert csebert-0 datasets/hr500k.conllup_extracted.json 0.9905059581949599 0.9160102584700643 {'B-deriv-per': {'precision': 0.918918918918919, 'recall': 0.8947368421052632, 'f1-score': 0.9066666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9485199485199485, 'recall': 0.9633986928104575, 'f1-score': 0.9559014267185473, 'support': 765.0}, 'B-misc': {'precision': 0.8761061946902655, 'recall': 0.8485714285714285, 'f1-score': 0.8621190130624092, 'support': 350.0}, 'B-org': {'precision': 0.9150943396226415, 'recall': 0.9101876675603218, 'f1-score': 0.9126344086021506, 'support': 746.0}, 'B-per': {'precision': 0.9577464788732394, 'recall': 0.9826589595375722, 'f1-score': 0.9700427960057061, 'support': 692.0}, 'I-loc': {'precision': 0.9078014184397163, 'recall': 0.7757575757575758, 'f1-score': 0.8366013071895424, 'support': 165.0}, 'I-misc': {'precision': 0.8666666666666667, 'recall': 0.8428290766208252, 'f1-score': 0.8545816733067728, 'support': 509.0}, 'I-org': {'precision': 0.8906810035842294, 'recall': 0.8922800718132855, 'f1-score': 0.8914798206278027, 'support': 557.0}, 'I-per': {'precision': 0.9602649006622517, 'recall': 0.9863945578231292, 'f1-score': 0.9731543624161074, 'support': 441.0}, 'O': {'precision': 0.996804295027483, 'recall': 0.9970379525646217, 'f1-score': 0.9969211101049379, 'support': 46927.0}, 'accuracy': 0.9905059581949599, 'macro avg': {'precision': 0.923860416500536, 'recall': 0.9093852825164481, 'f1-score': 0.9160102584700642, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904304873751923, 'recall': 0.9905059581949599, 'f1-score': 0.9904436026217435, 'support': 51190.0}}
07/09/2023 10:56:00 csebert csebert-1 datasets/hr500k.conllup_extracted.json 0.9907208439148271 0.9199118295546669 {'B-deriv-per': {'precision': 0.918918918918919, 'recall': 0.8947368421052632, 'f1-score': 0.9066666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.954367666232073, 'recall': 0.9568627450980393, 'f1-score': 0.9556135770234986, 'support': 765.0}, 'B-misc': {'precision': 0.8706896551724138, 'recall': 0.8657142857142858, 'f1-score': 0.8681948424068768, 'support': 350.0}, 'B-org': {'precision': 0.9142857142857143, 'recall': 0.900804289544236, 'f1-score': 0.9074949358541525, 'support': 746.0}, 'B-per': {'precision': 0.9575070821529745, 'recall': 0.976878612716763, 'f1-score': 0.9670958512160229, 'support': 692.0}, 'I-loc': {'precision': 0.910958904109589, 'recall': 0.806060606060606, 'f1-score': 0.855305466237942, 'support': 165.0}, 'I-misc': {'precision': 0.8689516129032258, 'recall': 0.8467583497053045, 'f1-score': 0.8577114427860697, 'support': 509.0}, 'I-org': {'precision': 0.9081081081081082, 'recall': 0.9048473967684022, 'f1-score': 0.9064748201438849, 'support': 557.0}, 'I-per': {'precision': 0.9646799116997793, 'recall': 0.9909297052154195, 'f1-score': 0.977628635346756, 'support': 441.0}, 'O': {'precision': 0.9967197051994803, 'recall': 0.9971445010335201, 'f1-score': 0.9969320578647977, 'support': 46927.0}, 'accuracy': 0.9907208439148271, 'macro avg': {'precision': 0.9265187278782276, 'recall': 0.9140737333961841, 'f1-score': 0.9199118295546669, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906488349271625, 'recall': 0.9907208439148271, 'f1-score': 0.9906692591233482, 'support': 51190.0}}
07/09/2023 11:00:30 csebert csebert-2 datasets/hr500k.conllup_extracted.json 0.9905450283258449 0.9177120325085371 {'B-deriv-per': {'precision': 0.8947368421052632, 'recall': 0.8947368421052632, 'f1-score': 0.8947368421052632, 'support': 38.0}, 'B-loc': {'precision': 0.9560155239327296, 'recall': 0.9660130718954248, 'f1-score': 0.9609882964889467, 'support': 765.0}, 'B-misc': {'precision': 0.8649425287356322, 'recall': 0.86, 'f1-score': 0.8624641833810888, 'support': 350.0}, 'B-org': {'precision': 0.9093333333333333, 'recall': 0.9142091152815014, 'f1-score': 0.9117647058823529, 'support': 746.0}, 'B-per': {'precision': 0.9560283687943263, 'recall': 0.9739884393063584, 'f1-score': 0.9649248389405869, 'support': 692.0}, 'I-loc': {'precision': 0.9172413793103448, 'recall': 0.806060606060606, 'f1-score': 0.8580645161290322, 'support': 165.0}, 'I-misc': {'precision': 0.8699186991869918, 'recall': 0.8408644400785854, 'f1-score': 0.855144855144855, 'support': 509.0}, 'I-org': {'precision': 0.9034608378870674, 'recall': 0.8904847396768402, 'f1-score': 0.8969258589511754, 'support': 557.0}, 'I-per': {'precision': 0.9665924276169265, 'recall': 0.9841269841269841, 'f1-score': 0.9752808988764045, 'support': 441.0}, 'O': {'precision': 0.9966766792356362, 'recall': 0.9969740234832826, 'f1-score': 0.9968253291856649, 'support': 46927.0}, 'accuracy': 0.9905450283258449, 'macro avg': {'precision': 0.9234946620138251, 'recall': 0.9127458262014846, 'f1-score': 0.9177120325085371, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904803863642038, 'recall': 0.9905450283258449, 'f1-score': 0.9904958224086455, 'support': 51190.0}}
07/09/2023 11:30:28 xlm-r-base xlm-r-base-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9782171581769437 0.7487698721842438 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.6440677966101694, 'recall': 0.8085106382978723, 'f1-score': 0.7169811320754716, 'support': 47.0}, 'B-misc': {'precision': 0.7088607594936709, 'recall': 0.6363636363636364, 'f1-score': 0.6706586826347305, 'support': 88.0}, 'B-org': {'precision': 0.7204301075268817, 'recall': 0.7528089887640449, 'f1-score': 0.7362637362637361, 'support': 89.0}, 'B-per': {'precision': 0.9304347826086956, 'recall': 0.9224137931034483, 'f1-score': 0.9264069264069263, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7567567567567568, 'recall': 0.6511627906976745, 'f1-score': 0.7000000000000001, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.9117647058823529, 'f1-score': 0.8857142857142858, 'support': 34.0}, 'O': {'precision': 0.9917355371900827, 'recall': 0.9930631617378606, 'f1-score': 0.9923989054423838, 'support': 8217.0}, 'accuracy': 0.9782171581769437, 'macro avg': {'precision': 0.7413396851297369, 'recall': 0.7658069696828872, 'f1-score': 0.7487698721842438, 'support': 8952.0}, 'weighted avg': {'precision': 0.9781736243458007, 'recall': 0.9782171581769437, 'f1-score': 0.9780412517924462, 'support': 8952.0}}
07/09/2023 11:33:44 xlm-r-base xlm-r-base-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9798927613941019 0.7602845372585854 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.75, 'recall': 0.8936170212765957, 'f1-score': 0.8155339805825244, 'support': 47.0}, 'B-misc': {'precision': 0.7051282051282052, 'recall': 0.625, 'f1-score': 0.6626506024096386, 'support': 88.0}, 'B-org': {'precision': 0.717391304347826, 'recall': 0.7415730337078652, 'f1-score': 0.729281767955801, 'support': 89.0}, 'B-per': {'precision': 0.9327731092436975, 'recall': 0.9568965517241379, 'f1-score': 0.9446808510638298, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.75, 'recall': 0.6627906976744186, 'f1-score': 0.7037037037037037, 'support': 86.0}, 'I-org': {'precision': 0.7931034482758621, 'recall': 0.6216216216216216, 'f1-score': 0.696969696969697, 'support': 37.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.9411764705882353, 'f1-score': 0.9142857142857143, 'support': 34.0}, 'O': {'precision': 0.9927007299270073, 'recall': 0.9930631617378606, 'f1-score': 0.9928819127578026, 'support': 8217.0}, 'accuracy': 0.9798927613941019, 'macro avg': {'precision': 0.7529985685811488, 'recall': 0.7769071891664068, 'f1-score': 0.7602845372585854, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796518205734689, 'recall': 0.9798927613941019, 'f1-score': 0.9796279852289156, 'support': 8952.0}}
07/09/2023 11:37:02 xlm-r-base xlm-r-base-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.980674709562109 0.7806084209587221 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.7924528301886793, 'recall': 0.8936170212765957, 'f1-score': 0.8400000000000001, 'support': 47.0}, 'B-misc': {'precision': 0.68, 'recall': 0.5795454545454546, 'f1-score': 0.6257668711656442, 'support': 88.0}, 'B-org': {'precision': 0.7052631578947368, 'recall': 0.7528089887640449, 'f1-score': 0.7282608695652174, 'support': 89.0}, 'B-per': {'precision': 0.9430199430199431, 'recall': 0.9511494252873564, 'f1-score': 0.9470672389127324, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7857142857142857, 'recall': 0.6395348837209303, 'f1-score': 0.7051282051282051, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.8648648648648649, 'recall': 0.9411764705882353, 'f1-score': 0.9014084507042254, 'support': 34.0}, 'O': {'precision': 0.9925916929803255, 'recall': 0.9946452476572959, 'f1-score': 0.9936174092760318, 'support': 8217.0}, 'accuracy': 0.980674709562109, 'macro avg': {'precision': 0.7735335346091408, 'recall': 0.8040765780128203, 'f1-score': 0.7806084209587222, 'support': 8952.0}, 'weighted avg': {'precision': 0.9802245617271521, 'recall': 0.980674709562109, 'f1-score': 0.9802324966641733, 'support': 8952.0}}
07/09/2023 11:39:39 csebert csebert-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9804512957998213 0.786974832693322 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.5568181818181818, 'f1-score': 0.5939393939393939, 'support': 88.0}, 'B-org': {'precision': 0.7976190476190477, 'recall': 0.7528089887640449, 'f1-score': 0.7745664739884393, 'support': 89.0}, 'B-per': {'precision': 0.9476744186046512, 'recall': 0.9367816091954023, 'f1-score': 0.9421965317919075, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6875, 'recall': 0.6395348837209303, 'f1-score': 0.6626506024096386, 'support': 86.0}, 'I-org': {'precision': 0.7857142857142857, 'recall': 0.5945945945945946, 'f1-score': 0.676923076923077, 'support': 37.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.8529411764705882, 'f1-score': 0.90625, 'support': 34.0}, 'O': {'precision': 0.9917545774220928, 'recall': 0.9953754411585737, 'f1-score': 0.9935617103984451, 'support': 8217.0}, 'accuracy': 0.9804512957998213, 'macro avg': {'precision': 0.7896625965723714, 'recall': 0.795296835089962, 'f1-score': 0.7869748326933221, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796700086566815, 'recall': 0.9804512957998213, 'f1-score': 0.9799148300175553, 'support': 8952.0}}
07/09/2023 11:42:15 csebert csebert-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9831322609472744 0.79709444301067 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.7123287671232876, 'recall': 0.5909090909090909, 'f1-score': 0.6459627329192547, 'support': 88.0}, 'B-org': {'precision': 0.7634408602150538, 'recall': 0.797752808988764, 'f1-score': 0.7802197802197802, 'support': 89.0}, 'B-per': {'precision': 0.9454022988505747, 'recall': 0.9454022988505747, 'f1-score': 0.9454022988505747, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7792207792207793, 'recall': 0.6976744186046512, 'f1-score': 0.7361963190184049, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9117647058823529, 'f1-score': 0.9393939393939394, 'support': 34.0}, 'O': {'precision': 0.9936862554638174, 'recall': 0.9959839357429718, 'f1-score': 0.9948337689175226, 'support': 8217.0}, 'accuracy': 0.9831322609472744, 'macro avg': {'precision': 0.7896162294206845, 'recall': 0.8212249382804359, 'f1-score': 0.79709444301067, 'support': 8952.0}, 'weighted avg': {'precision': 0.9826595490272376, 'recall': 0.9831322609472744, 'f1-score': 0.9827344251593365, 'support': 8952.0}}
07/09/2023 11:44:52 csebert csebert-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9803395889186773 0.7967090305058506 {'B-deriv-per': {'precision': 0.6666666666666666, 'recall': 0.6666666666666666, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'B-loc': {'precision': 0.7894736842105263, 'recall': 0.9574468085106383, 'f1-score': 0.8653846153846154, 'support': 47.0}, 'B-misc': {'precision': 0.6309523809523809, 'recall': 0.6022727272727273, 'f1-score': 0.6162790697674418, 'support': 88.0}, 'B-org': {'precision': 0.8072289156626506, 'recall': 0.7528089887640449, 'f1-score': 0.7790697674418604, 'support': 89.0}, 'B-per': {'precision': 0.9475218658892128, 'recall': 0.9339080459770115, 'f1-score': 0.9406657018813314, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7285714285714285, 'recall': 0.5930232558139535, 'f1-score': 0.6538461538461539, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.8529411764705882, 'f1-score': 0.90625, 'support': 34.0}, 'O': {'precision': 0.9910346498667313, 'recall': 0.9954971400754533, 'f1-score': 0.9932608827636452, 'support': 8217.0}, 'accuracy': 0.9803395889186773, 'macro avg': {'precision': 0.8153116258486264, 'recall': 0.792213237711865, 'f1-score': 0.7967090305058506, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796347836219691, 'recall': 0.9803395889186773, 'f1-score': 0.9797038974449035, 'support': 8952.0}}
07/09/2023 11:54:42 xlm-r-base xlm-r-base-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9843236132427099 0.7150077846915062 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8478260869565217, 'recall': 0.8297872340425532, 'f1-score': 0.8387096774193549, 'support': 47.0}, 'B-misc': {'precision': 0.5161290322580645, 'recall': 0.45714285714285713, 'f1-score': 0.4848484848484849, 'support': 35.0}, 'B-org': {'precision': 0.8524590163934426, 'recall': 0.7222222222222222, 'f1-score': 0.7819548872180451, 'support': 72.0}, 'B-per': {'precision': 0.8960396039603961, 'recall': 0.8960396039603961, 'f1-score': 0.8960396039603961, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.25, 'f1-score': 0.4, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9910499139414802, 'recall': 0.99722895739522, 'f1-score': 0.9941298342541437, 'support': 8661.0}, 'accuracy': 0.9843236132427099, 'macro avg': {'precision': 0.8335244135250388, 'recall': 0.6624495342848354, 'f1-score': 0.7150077846915062, 'support': 9122.0}, 'weighted avg': {'precision': 0.9826309585157184, 'recall': 0.9843236132427099, 'f1-score': 0.9830017449115731, 'support': 9122.0}}
07/09/2023 11:57:37 xlm-r-base xlm-r-base-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9833369875027407 0.7249904664051423 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.7804878048780488, 'recall': 0.6808510638297872, 'f1-score': 0.7272727272727273, 'support': 47.0}, 'B-misc': {'precision': 0.45, 'recall': 0.5142857142857142, 'f1-score': 0.48, 'support': 35.0}, 'B-org': {'precision': 0.8305084745762712, 'recall': 0.6805555555555556, 'f1-score': 0.748091603053435, 'support': 72.0}, 'B-per': {'precision': 0.9025641025641026, 'recall': 0.8712871287128713, 'f1-score': 0.8866498740554156, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.6923076923076923, 'recall': 0.28125, 'f1-score': 0.4, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.8571428571428571, 'recall': 0.6382978723404256, 'f1-score': 0.7317073170731707, 'support': 47.0}, 'O': {'precision': 0.9907120743034056, 'recall': 0.9975753377208174, 'f1-score': 0.9941318605453918, 'support': 8661.0}, 'accuracy': 0.9833369875027407, 'macro avg': {'precision': 0.8303723005772378, 'recall': 0.6664102672445171, 'f1-score': 0.7249904664051423, 'support': 9122.0}, 'weighted avg': {'precision': 0.9822784829750126, 'recall': 0.9833369875027407, 'f1-score': 0.9822217492611003, 'support': 9122.0}}
07/09/2023 12:00:34 xlm-r-base xlm-r-base-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9843236132427099 0.760645143995599 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8604651162790697, 'recall': 0.7872340425531915, 'f1-score': 0.8222222222222222, 'support': 47.0}, 'B-misc': {'precision': 0.5882352941176471, 'recall': 0.5714285714285714, 'f1-score': 0.5797101449275363, 'support': 35.0}, 'B-org': {'precision': 0.8387096774193549, 'recall': 0.7222222222222222, 'f1-score': 0.7761194029850746, 'support': 72.0}, 'B-per': {'precision': 0.9090909090909091, 'recall': 0.8910891089108911, 'f1-score': 0.9, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9907056798623064, 'recall': 0.9968825770696225, 'f1-score': 0.9937845303867404, 'support': 8661.0}, 'accuracy': 0.9843236132427099, 'macro avg': {'precision': 0.8276090015652627, 'recall': 0.7190930990269604, 'f1-score': 0.760645143995599, 'support': 9122.0}, 'weighted avg': {'precision': 0.9827324286490893, 'recall': 0.9843236132427099, 'f1-score': 0.983144416366866, 'support': 9122.0}}
07/09/2023 12:02:59 csebert csebert-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9856391142293357 0.7492742082106878 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8367346938775511, 'recall': 0.8723404255319149, 'f1-score': 0.8541666666666667, 'support': 47.0}, 'B-misc': {'precision': 0.5526315789473685, 'recall': 0.6, 'f1-score': 0.5753424657534247, 'support': 35.0}, 'B-org': {'precision': 0.835820895522388, 'recall': 0.7777777777777778, 'f1-score': 0.8057553956834532, 'support': 72.0}, 'B-per': {'precision': 0.9390862944162437, 'recall': 0.9158415841584159, 'f1-score': 0.9273182957393484, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.5384615384615384, 'recall': 0.21875, 'f1-score': 0.3111111111111111, 'support': 32.0}, 'I-org': {'precision': 0.7272727272727273, 'recall': 0.5, 'f1-score': 0.5925925925925926, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9918437679494544, 'recall': 0.9968825770696225, 'f1-score': 0.9943567891281815, 'support': 8661.0}, 'accuracy': 0.9856391142293357, 'macro avg': {'precision': 0.8333616202329625, 'recall': 0.7041166832622838, 'f1-score': 0.7492742082106877, 'support': 9122.0}, 'weighted avg': {'precision': 0.9845014382897306, 'recall': 0.9856391142293357, 'f1-score': 0.9846326098276824, 'support': 9122.0}}
07/09/2023 12:05:27 csebert csebert-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.985419864064898 0.7399912287642831 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8367346938775511, 'recall': 0.8723404255319149, 'f1-score': 0.8541666666666667, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.6, 'f1-score': 0.6176470588235293, 'support': 35.0}, 'B-org': {'precision': 0.8688524590163934, 'recall': 0.7361111111111112, 'f1-score': 0.7969924812030076, 'support': 72.0}, 'B-per': {'precision': 0.9282051282051282, 'recall': 0.8960396039603961, 'f1-score': 0.9118387909319899, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.6, 'recall': 0.1875, 'f1-score': 0.2857142857142857, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.90625, 'recall': 0.6170212765957447, 'f1-score': 0.7341772151898734, 'support': 47.0}, 'O': {'precision': 0.9907142038289579, 'recall': 0.9978062579378825, 'f1-score': 0.9942475839852738, 'support': 8661.0}, 'accuracy': 0.985419864064898, 'macro avg': {'precision': 0.8424262978434524, 'recall': 0.6906818675137049, 'f1-score': 0.7399912287642832, 'support': 9122.0}, 'weighted avg': {'precision': 0.9839910543013648, 'recall': 0.985419864064898, 'f1-score': 0.9840185450571756, 'support': 9122.0}}
07/09/2023 12:07:52 csebert csebert-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7630976881558591 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8723404255319149, 'recall': 0.8723404255319149, 'f1-score': 0.8723404255319149, 'support': 47.0}, 'B-misc': {'precision': 0.6129032258064516, 'recall': 0.5428571428571428, 'f1-score': 0.5757575757575757, 'support': 35.0}, 'B-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 72.0}, 'B-per': {'precision': 0.9390862944162437, 'recall': 0.9158415841584159, 'f1-score': 0.9273182957393484, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.9, 'recall': 0.28125, 'f1-score': 0.4285714285714286, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.9090909090909091, 'recall': 0.6382978723404256, 'f1-score': 0.75, 'support': 47.0}, 'O': {'precision': 0.9914020405823685, 'recall': 0.9984990185890775, 'f1-score': 0.9949378739070409, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8881965752570746, 'recall': 0.6999086043476976, 'f1-score': 0.763097688155859, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860471032997981, 'recall': 0.9868449901337426, 'f1-score': 0.9856066479968045, 'support': 9122.0}}
07/09/2023 12:16:03 xlm-r-base xlm-r-base-0 datasets/set.sr.plus.conllup_extracted.json 0.9890552491025304 0.9096971874345858 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9593908629441624, 'recall': 0.9767441860465116, 'f1-score': 0.967989756722151, 'support': 387.0}, 'B-misc': {'precision': 0.7096774193548387, 'recall': 0.6285714285714286, 'f1-score': 0.6666666666666666, 'support': 35.0}, 'B-org': {'precision': 0.9377593360995851, 'recall': 0.900398406374502, 'f1-score': 0.91869918699187, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 0.9591836734693877, 'recall': 0.8545454545454545, 'f1-score': 0.9038461538461537, 'support': 55.0}, 'I-misc': {'precision': 0.9384615384615385, 'recall': 0.782051282051282, 'f1-score': 0.8531468531468531, 'support': 78.0}, 'I-org': {'precision': 0.8369565217391305, 'recall': 0.8700564971751412, 'f1-score': 0.8531855955678669, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.995735396211445, 'recall': 0.9974170474865885, 'f1-score': 0.9965755124323787, 'support': 10066.0}, 'accuracy': 0.9890552491025304, 'macro avg': {'precision': 0.9304947599624583, 'recall': 0.891890773695574, 'f1-score': 0.9096971874345858, 'support': 11421.0}, 'weighted avg': {'precision': 0.9889427709858722, 'recall': 0.9890552491025304, 'f1-score': 0.9889093629181307, 'support': 11421.0}}
07/09/2023 12:17:48 xlm-r-base xlm-r-base-1 datasets/set.sr.plus.conllup_extracted.json 0.990281061203047 0.9177073649908036 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8461538461538461, 'f1-score': 0.9166666666666666, 'support': 13.0}, 'B-loc': {'precision': 0.9669211195928753, 'recall': 0.9819121447028424, 'f1-score': 0.9743589743589742, 'support': 387.0}, 'B-misc': {'precision': 0.7666666666666667, 'recall': 0.6571428571428571, 'f1-score': 0.7076923076923077, 'support': 35.0}, 'B-org': {'precision': 0.9428571428571428, 'recall': 0.9203187250996016, 'f1-score': 0.9314516129032259, 'support': 251.0}, 'B-per': {'precision': 0.9769585253456221, 'recall': 0.986046511627907, 'f1-score': 0.9814814814814816, 'support': 215.0}, 'I-loc': {'precision': 0.9259259259259259, 'recall': 0.9090909090909091, 'f1-score': 0.9174311926605504, 'support': 55.0}, 'I-misc': {'precision': 0.9692307692307692, 'recall': 0.8076923076923077, 'f1-score': 0.8811188811188813, 'support': 78.0}, 'I-org': {'precision': 0.8674033149171271, 'recall': 0.8870056497175142, 'f1-score': 0.8770949720670391, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996031352316698, 'recall': 0.9973177031591496, 'f1-score': 0.9966741126830477, 'support': 10066.0}, 'accuracy': 0.990281061203047, 'macro avg': {'precision': 0.9398296186715841, 'recall': 0.8992680654386934, 'f1-score': 0.9177073649908036, 'support': 11421.0}, 'weighted avg': {'precision': 0.9901821499666091, 'recall': 0.990281061203047, 'f1-score': 0.990152876899466, 'support': 11421.0}}
07/09/2023 12:19:32 xlm-r-base xlm-r-base-2 datasets/set.sr.plus.conllup_extracted.json 0.9894930391384292 0.9148980806793316 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9621212121212122, 'recall': 0.9844961240310077, 'f1-score': 0.9731800766283525, 'support': 387.0}, 'B-misc': {'precision': 0.71875, 'recall': 0.6571428571428571, 'f1-score': 0.6865671641791045, 'support': 35.0}, 'B-org': {'precision': 0.9453781512605042, 'recall': 0.896414342629482, 'f1-score': 0.9202453987730062, 'support': 251.0}, 'B-per': {'precision': 0.963963963963964, 'recall': 0.9953488372093023, 'f1-score': 0.9794050343249429, 'support': 215.0}, 'I-loc': {'precision': 0.96, 'recall': 0.8727272727272727, 'f1-score': 0.9142857142857144, 'support': 55.0}, 'I-misc': {'precision': 0.9545454545454546, 'recall': 0.8076923076923077, 'f1-score': 0.875, 'support': 78.0}, 'I-org': {'precision': 0.8491620111731844, 'recall': 0.8587570621468926, 'f1-score': 0.8539325842696629, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.996031352316698, 'recall': 0.9973177031591496, 'f1-score': 0.9966741126830477, 'support': 10066.0}, 'accuracy': 0.9894930391384292, 'macro avg': {'precision': 0.9329543982115711, 'recall': 0.8992973429815194, 'f1-score': 0.9148980806793314, 'support': 11421.0}, 'weighted avg': {'precision': 0.9893799462088632, 'recall': 0.9894930391384292, 'f1-score': 0.9893532161596932, 'support': 11421.0}}
07/09/2023 12:21:35 csebert csebert-0 datasets/set.sr.plus.conllup_extracted.json 0.9908939672533054 0.9240537646726811 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8461538461538461, 'f1-score': 0.9166666666666666, 'support': 13.0}, 'B-loc': {'precision': 0.9844961240310077, 'recall': 0.9844961240310077, 'f1-score': 0.9844961240310077, 'support': 387.0}, 'B-misc': {'precision': 0.8846153846153846, 'recall': 0.6571428571428571, 'f1-score': 0.7540983606557377, 'support': 35.0}, 'B-org': {'precision': 0.9390243902439024, 'recall': 0.9203187250996016, 'f1-score': 0.9295774647887323, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 0.9795918367346939, 'recall': 0.8727272727272727, 'f1-score': 0.923076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9848484848484849, 'recall': 0.8333333333333334, 'f1-score': 0.9027777777777777, 'support': 78.0}, 'I-org': {'precision': 0.8728323699421965, 'recall': 0.8531073446327684, 'f1-score': 0.8628571428571428, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9953456129926718, 'recall': 0.9985098350884164, 'f1-score': 0.996925213251339, 'support': 10066.0}, 'accuracy': 0.9908939672533054, 'macro avg': {'precision': 0.9595092102951721, 'recall': 0.8951835849837011, 'f1-score': 0.9240537646726811, 'support': 11421.0}, 'weighted avg': {'precision': 0.9907318023165137, 'recall': 0.9908939672533054, 'f1-score': 0.990688016877875, 'support': 11421.0}}
07/09/2023 12:23:38 csebert csebert-1 datasets/set.sr.plus.conllup_extracted.json 0.9904561772174065 0.9198633481777041 {'B-deriv-per': {'precision': 0.9230769230769231, 'recall': 0.9230769230769231, 'f1-score': 0.9230769230769231, 'support': 13.0}, 'B-loc': {'precision': 0.9846153846153847, 'recall': 0.9922480620155039, 'f1-score': 0.9884169884169884, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.6857142857142857, 'f1-score': 0.7384615384615385, 'support': 35.0}, 'B-org': {'precision': 0.924, 'recall': 0.9203187250996016, 'f1-score': 0.9221556886227545, 'support': 251.0}, 'B-per': {'precision': 0.9723502304147466, 'recall': 0.9813953488372092, 'f1-score': 0.9768518518518517, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9516129032258065, 'recall': 0.7564102564102564, 'f1-score': 0.8428571428571429, 'support': 78.0}, 'I-org': {'precision': 0.8823529411764706, 'recall': 0.847457627118644, 'f1-score': 0.8645533141210375, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9954423858119489, 'recall': 0.9981124577786609, 'f1-score': 0.9967756337119896, 'support': 10066.0}, 'accuracy': 0.9904561772174065, 'macro avg': {'precision': 0.9419752138184293, 'recall': 0.9013824595141994, 'f1-score': 0.9198633481777041, 'support': 11421.0}, 'weighted avg': {'precision': 0.990244127770644, 'recall': 0.9904561772174065, 'f1-score': 0.9902414785023932, 'support': 11421.0}}
07/09/2023 12:25:41 csebert csebert-2 datasets/set.sr.plus.conllup_extracted.json 0.989930829174328 0.9207011283517085 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9745547073791349, 'recall': 0.9896640826873385, 'f1-score': 0.9820512820512821, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.7714285714285715, 'f1-score': 0.7605633802816902, 'support': 35.0}, 'B-org': {'precision': 0.9421487603305785, 'recall': 0.9083665338645418, 'f1-score': 0.9249492900608518, 'support': 251.0}, 'B-per': {'precision': 0.9720930232558139, 'recall': 0.9720930232558139, 'f1-score': 0.9720930232558139, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9375, 'recall': 0.7692307692307693, 'f1-score': 0.8450704225352113, 'support': 78.0}, 'I-org': {'precision': 0.8546511627906976, 'recall': 0.8305084745762712, 'f1-score': 0.8424068767908309, 'support': 177.0}, 'I-per': {'precision': 0.9862068965517241, 'recall': 0.9930555555555556, 'f1-score': 0.9896193771626298, 'support': 144.0}, 'O': {'precision': 0.9956401109789933, 'recall': 0.9982118021060997, 'f1-score': 0.9969242980454409, 'support': 10066.0}, 'accuracy': 0.989930829174328, 'macro avg': {'precision': 0.9392794661286942, 'recall': 0.9046544826690976, 'f1-score': 0.9207011283517084, 'support': 11421.0}, 'weighted avg': {'precision': 0.9897826299475222, 'recall': 0.989930829174328, 'f1-score': 0.9897746129225866, 'support': 11421.0}}
07/09/2023 15:35:38 bertic bertic-0 datasets/hr500k.conllup_extracted.json 0.990466888064075 0.921453787283393 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9616908850726552, 'recall': 0.9516339869281045, 'f1-score': 0.9566360052562416, 'support': 765.0}, 'B-misc': {'precision': 0.8403361344537815, 'recall': 0.8571428571428571, 'f1-score': 0.8486562942008485, 'support': 350.0}, 'B-org': {'precision': 0.9072847682119205, 'recall': 0.9182305630026809, 'f1-score': 0.9127248500999334, 'support': 746.0}, 'B-per': {'precision': 0.9670014347202296, 'recall': 0.9739884393063584, 'f1-score': 0.9704823614110871, 'support': 692.0}, 'I-loc': {'precision': 0.9357142857142857, 'recall': 0.793939393939394, 'f1-score': 0.859016393442623, 'support': 165.0}, 'I-misc': {'precision': 0.8734939759036144, 'recall': 0.8546168958742633, 'f1-score': 0.8639523336643495, 'support': 509.0}, 'I-org': {'precision': 0.8690476190476191, 'recall': 0.9174147217235189, 'f1-score': 0.8925764192139739, 'support': 557.0}, 'I-per': {'precision': 0.9747706422018348, 'recall': 0.963718820861678, 'f1-score': 0.9692132269099202, 'support': 441.0}, 'O': {'precision': 0.9968249232867371, 'recall': 0.9968461653206043, 'f1-score': 0.9968355441905066, 'support': 46927.0}, 'accuracy': 0.990466888064075, 'macro avg': {'precision': 0.9326164668612679, 'recall': 0.9122268686204723, 'f1-score': 0.921453787283393, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905205791566115, 'recall': 0.990466888064075, 'f1-score': 0.9904628011662782, 'support': 51190.0}}
07/09/2023 15:44:32 bertic bertic-1 datasets/hr500k.conllup_extracted.json 0.990466888064075 0.9270774041776273 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9736842105263158, 'f1-score': 0.9866666666666666, 'support': 38.0}, 'B-loc': {'precision': 0.9561290322580646, 'recall': 0.9686274509803922, 'f1-score': 0.9623376623376624, 'support': 765.0}, 'B-misc': {'precision': 0.8351351351351352, 'recall': 0.8828571428571429, 'f1-score': 0.8583333333333334, 'support': 350.0}, 'B-org': {'precision': 0.9154362416107382, 'recall': 0.9142091152815014, 'f1-score': 0.9148222669349431, 'support': 746.0}, 'B-per': {'precision': 0.9639769452449568, 'recall': 0.9667630057803468, 'f1-score': 0.9653679653679654, 'support': 692.0}, 'I-loc': {'precision': 0.9133333333333333, 'recall': 0.8303030303030303, 'f1-score': 0.8698412698412699, 'support': 165.0}, 'I-misc': {'precision': 0.8512720156555773, 'recall': 0.8546168958742633, 'f1-score': 0.8529411764705882, 'support': 509.0}, 'I-org': {'precision': 0.8853615520282186, 'recall': 0.9012567324955116, 'f1-score': 0.8932384341637011, 'support': 557.0}, 'I-per': {'precision': 0.9726651480637813, 'recall': 0.9682539682539683, 'f1-score': 0.9704545454545455, 'support': 441.0}, 'O': {'precision': 0.9970363737154065, 'recall': 0.9965052102201292, 'f1-score': 0.9967707212055974, 'support': 46927.0}, 'accuracy': 0.990466888064075, 'macro avg': {'precision': 0.9290345777045212, 'recall': 0.92570767625726, 'f1-score': 0.9270774041776274, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905399212622241, 'recall': 0.990466888064075, 'f1-score': 0.990490820855508, 'support': 51190.0}}
07/09/2023 15:53:45 bertic bertic-2 datasets/hr500k.conllup_extracted.json 0.9905450283258449 0.9250595562062157 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9557867360208062, 'recall': 0.9607843137254902, 'f1-score': 0.9582790091264668, 'support': 765.0}, 'B-misc': {'precision': 0.8415300546448088, 'recall': 0.88, 'f1-score': 0.8603351955307263, 'support': 350.0}, 'B-org': {'precision': 0.8938401048492791, 'recall': 0.9142091152815014, 'f1-score': 0.9039098740888005, 'support': 746.0}, 'B-per': {'precision': 0.953125, 'recall': 0.9696531791907514, 'f1-score': 0.9613180515759313, 'support': 692.0}, 'I-loc': {'precision': 0.9319727891156463, 'recall': 0.8303030303030303, 'f1-score': 0.8782051282051282, 'support': 165.0}, 'I-misc': {'precision': 0.8767395626242545, 'recall': 0.8664047151277013, 'f1-score': 0.8715415019762847, 'support': 509.0}, 'I-org': {'precision': 0.8726003490401396, 'recall': 0.8976660682226212, 'f1-score': 0.8849557522123894, 'support': 557.0}, 'I-per': {'precision': 0.9772727272727273, 'recall': 0.9750566893424036, 'f1-score': 0.9761634506242906, 'support': 441.0}, 'O': {'precision': 0.9973768394113883, 'recall': 0.996590448995248, 'f1-score': 0.9969834891330995, 'support': 46927.0}, 'accuracy': 0.9905450283258449, 'macro avg': {'precision': 0.9300244162979048, 'recall': 0.9211720191767695, 'f1-score': 0.9250595562062159, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906433707399853, 'recall': 0.9905450283258449, 'f1-score': 0.9905754849630596, 'support': 51190.0}}
07/09/2023 15:57:28 bertic bertic-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9819034852546917 0.7941843956231321 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.7966101694915254, 'recall': 1.0, 'f1-score': 0.8867924528301886, 'support': 47.0}, 'B-misc': {'precision': 0.691358024691358, 'recall': 0.6363636363636364, 'f1-score': 0.6627218934911243, 'support': 88.0}, 'B-org': {'precision': 0.7741935483870968, 'recall': 0.8089887640449438, 'f1-score': 0.7912087912087912, 'support': 89.0}, 'B-per': {'precision': 0.9653179190751445, 'recall': 0.9597701149425287, 'f1-score': 0.962536023054755, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.6746987951807228, 'recall': 0.6511627906976745, 'f1-score': 0.6627218934911243, 'support': 86.0}, 'I-org': {'precision': 0.7777777777777778, 'recall': 0.5675675675675675, 'f1-score': 0.65625, 'support': 37.0}, 'I-per': {'precision': 0.9375, 'recall': 0.8823529411764706, 'f1-score': 0.9090909090909091, 'support': 34.0}, 'O': {'precision': 0.9936739659367396, 'recall': 0.9940367530728976, 'f1-score': 0.9938553263977611, 'support': 8217.0}, 'accuracy': 0.9819034852546917, 'macro avg': {'precision': 0.7711130200540366, 'recall': 0.8500242567865719, 'f1-score': 0.794184395623132, 'support': 8952.0}, 'weighted avg': {'precision': 0.981915761622995, 'recall': 0.9819034852546917, 'f1-score': 0.9817161004368415, 'support': 8952.0}}
07/09/2023 16:00:59 bertic bertic-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9796693476318141 0.7745471680901019 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8245614035087719, 'recall': 1.0, 'f1-score': 0.9038461538461539, 'support': 47.0}, 'B-misc': {'precision': 0.6046511627906976, 'recall': 0.5909090909090909, 'f1-score': 0.5977011494252873, 'support': 88.0}, 'B-org': {'precision': 0.8064516129032258, 'recall': 0.8426966292134831, 'f1-score': 0.8241758241758241, 'support': 89.0}, 'B-per': {'precision': 0.9565217391304348, 'recall': 0.9482758620689655, 'f1-score': 0.9523809523809523, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.6282051282051282, 'recall': 0.5697674418604651, 'f1-score': 0.5975609756097561, 'support': 86.0}, 'I-org': {'precision': 0.88, 'recall': 0.5945945945945946, 'f1-score': 0.7096774193548386, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9922150589952561, 'recall': 0.9926980649872216, 'f1-score': 0.9924565032242365, 'support': 8217.0}, 'accuracy': 0.9796693476318141, 'macro avg': {'precision': 0.7584497997425407, 'recall': 0.8176196585594605, 'f1-score': 0.7745471680901019, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796189178027542, 'recall': 0.9796693476318141, 'f1-score': 0.9794282847508531, 'support': 8952.0}}
07/09/2023 16:04:36 bertic bertic-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9821268990169795 0.8070421364984174 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.6923076923076923, 'recall': 0.6136363636363636, 'f1-score': 0.6506024096385543, 'support': 88.0}, 'B-org': {'precision': 0.7894736842105263, 'recall': 0.8426966292134831, 'f1-score': 0.8152173913043478, 'support': 89.0}, 'B-per': {'precision': 0.9514285714285714, 'recall': 0.9568965517241379, 'f1-score': 0.9541547277936961, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.7605633802816901, 'recall': 0.627906976744186, 'f1-score': 0.6878980891719745, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927078269324259, 'recall': 0.9940367530728976, 'f1-score': 0.9933718455457585, 'support': 8217.0}, 'accuracy': 0.9821268990169795, 'macro avg': {'precision': 0.7860940029619781, 'recall': 0.8606106535562127, 'f1-score': 0.8070421364984174, 'support': 8952.0}, 'weighted avg': {'precision': 0.9817851493522721, 'recall': 0.9821268990169795, 'f1-score': 0.9817284194335655, 'support': 8952.0}}
07/09/2023 16:07:53 bertic bertic-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.8117513917834346 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8541666666666666, 'recall': 0.8723404255319149, 'f1-score': 0.8631578947368421, 'support': 47.0}, 'B-misc': {'precision': 0.5833333333333334, 'recall': 0.6, 'f1-score': 0.591549295774648, 'support': 35.0}, 'B-org': {'precision': 0.9047619047619048, 'recall': 0.7916666666666666, 'f1-score': 0.8444444444444444, 'support': 72.0}, 'B-per': {'precision': 0.9303482587064676, 'recall': 0.9257425742574258, 'f1-score': 0.9280397022332506, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5555555555555556, 'recall': 0.3125, 'f1-score': 0.39999999999999997, 'support': 32.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8125, 'f1-score': 0.8387096774193549, 'support': 16.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.6808510638297872, 'f1-score': 0.7999999999999999, 'support': 47.0}, 'O': {'precision': 0.9922979652833659, 'recall': 0.9966516568525574, 'f1-score': 0.9944700460829493, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.865682732067093, 'recall': 0.7742252387138352, 'f1-score': 0.8117513917834346, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860939031726593, 'recall': 0.9868449901337426, 'f1-score': 0.9861751437894721, 'support': 9122.0}}
07/09/2023 16:11:02 bertic bertic-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.8211887177826979 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 35.0}, 'B-org': {'precision': 0.8870967741935484, 'recall': 0.7638888888888888, 'f1-score': 0.8208955223880596, 'support': 72.0}, 'B-per': {'precision': 0.9444444444444444, 'recall': 0.9257425742574258, 'f1-score': 0.9349999999999999, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.5, 'f1-score': 0.5714285714285715, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.993213710605015, 'recall': 0.9969980371781549, 'f1-score': 0.9951022760011524, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8574190276504442, 'recall': 0.798476779819681, 'f1-score': 0.8211887177826979, 'support': 9122.0}, 'weighted avg': {'precision': 0.9871230684697996, 'recall': 0.9872834904626179, 'f1-score': 0.9869433140836786, 'support': 9122.0}}
07/09/2023 16:14:12 bertic bertic-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9861872396404298 0.760493162630237 {'B-deriv-per': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'B-loc': {'precision': 0.9069767441860465, 'recall': 0.8297872340425532, 'f1-score': 0.8666666666666666, 'support': 47.0}, 'B-misc': {'precision': 0.47368421052631576, 'recall': 0.5142857142857142, 'f1-score': 0.4931506849315068, 'support': 35.0}, 'B-org': {'precision': 0.859375, 'recall': 0.7638888888888888, 'f1-score': 0.8088235294117647, 'support': 72.0}, 'B-per': {'precision': 0.9356435643564357, 'recall': 0.9356435643564357, 'f1-score': 0.9356435643564357, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9921892947392603, 'recall': 0.9973444175037525, 'f1-score': 0.9947601773478436, 'support': 8661.0}, 'accuracy': 0.9861872396404298, 'macro avg': {'precision': 0.8250070925421934, 'recall': 0.7180134216240466, 'f1-score': 0.760493162630237, 'support': 9122.0}, 'weighted avg': {'precision': 0.984978768088932, 'recall': 0.9861872396404298, 'f1-score': 0.9852096509207169, 'support': 9122.0}}
07/09/2023 16:16:20 bertic bertic-0 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9342685914138216 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870801033591732, 'recall': 0.9870801033591732, 'f1-score': 0.9870801033591732, 'support': 387.0}, 'B-misc': {'precision': 0.7222222222222222, 'recall': 0.7428571428571429, 'f1-score': 0.732394366197183, 'support': 35.0}, 'B-org': {'precision': 0.9395161290322581, 'recall': 0.9282868525896414, 'f1-score': 0.9338677354709419, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9436619718309859, 'recall': 0.8589743589743589, 'f1-score': 0.8993288590604026, 'support': 78.0}, 'I-org': {'precision': 0.8502673796791443, 'recall': 0.8983050847457628, 'f1-score': 0.8736263736263736, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.997119586809694, 'recall': 0.9973177031591496, 'f1-score': 0.9972186351445316, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.9407650244277972, 'recall': 0.9289776848222226, 'f1-score': 0.9342685914138216, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916164051112926, 'recall': 0.9915068733035636, 'f1-score': 0.9915207814728868, 'support': 11421.0}}
07/09/2023 16:18:28 bertic bertic-1 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9405604298148506 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9921465968586387, 'recall': 0.979328165374677, 'f1-score': 0.9856957087126137, 'support': 387.0}, 'B-misc': {'precision': 0.7714285714285715, 'recall': 0.7714285714285715, 'f1-score': 0.7714285714285715, 'support': 35.0}, 'B-org': {'precision': 0.9547325102880658, 'recall': 0.9243027888446215, 'f1-score': 0.9392712550607287, 'support': 251.0}, 'B-per': {'precision': 0.9813953488372092, 'recall': 0.9813953488372092, 'f1-score': 0.9813953488372092, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9710144927536232, 'recall': 0.8589743589743589, 'f1-score': 0.9115646258503401, 'support': 78.0}, 'I-org': {'precision': 0.8489583333333334, 'recall': 0.9209039548022598, 'f1-score': 0.8834688346883468, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9968244517217426, 'recall': 0.997913769123783, 'f1-score': 0.9973688129871419, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9502801675084198, 'recall': 0.9325156048294574, 'f1-score': 0.9405604298148507, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921780646872179, 'recall': 0.9920322213466422, 'f1-score': 0.992036217494563, 'support': 11421.0}}
07/09/2023 16:20:36 bertic bertic-2 datasets/set.sr.plus.conllup_extracted.json 0.9913317572892041 0.9318824461819311 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9869791666666666, 'recall': 0.979328165374677, 'f1-score': 0.9831387808041504, 'support': 387.0}, 'B-misc': {'precision': 0.7297297297297297, 'recall': 0.7714285714285715, 'f1-score': 0.75, 'support': 35.0}, 'B-org': {'precision': 0.9322709163346613, 'recall': 0.9322709163346613, 'f1-score': 0.9322709163346613, 'support': 251.0}, 'B-per': {'precision': 0.9861111111111112, 'recall': 0.9906976744186047, 'f1-score': 0.9883990719257542, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.9315068493150684, 'recall': 0.8717948717948718, 'f1-score': 0.9006622516556291, 'support': 78.0}, 'I-org': {'precision': 0.8402061855670103, 'recall': 0.9209039548022598, 'f1-score': 0.8787061994609164, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.997316370142133, 'recall': 0.9968209815219551, 'f1-score': 0.9970686142992001, 'support': 10066.0}, 'accuracy': 0.9913317572892041, 'macro avg': {'precision': 0.9397223777142243, 'recall': 0.9259049331479797, 'f1-score': 0.9318824461819311, 'support': 11421.0}, 'weighted avg': {'precision': 0.9915841760287016, 'recall': 0.9913317572892041, 'f1-score': 0.9913973994510856, 'support': 11421.0}}
07/09/2023 10:51:05 xlmrb_bcms-12 xlmrb_bcms-12-0 datasets/hr500k.conllup_extracted.json 0.989548739988279 0.916363418700894 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9304677623261695, 'recall': 0.9620915032679739, 'f1-score': 0.9460154241645244, 'support': 765.0}, 'B-misc': {'precision': 0.8492753623188406, 'recall': 0.8371428571428572, 'f1-score': 0.8431654676258993, 'support': 350.0}, 'B-org': {'precision': 0.8933333333333333, 'recall': 0.8981233243967829, 'f1-score': 0.8957219251336898, 'support': 746.0}, 'B-per': {'precision': 0.9394366197183098, 'recall': 0.9638728323699421, 'f1-score': 0.9514978601997147, 'support': 692.0}, 'I-loc': {'precision': 0.9295774647887324, 'recall': 0.8, 'f1-score': 0.8599348534201955, 'support': 165.0}, 'I-misc': {'precision': 0.8650793650793651, 'recall': 0.8565815324165029, 'f1-score': 0.8608094768015795, 'support': 509.0}, 'I-org': {'precision': 0.8664383561643836, 'recall': 0.9084380610412927, 'f1-score': 0.8869412795793165, 'support': 557.0}, 'I-per': {'precision': 0.9773755656108597, 'recall': 0.9795918367346939, 'f1-score': 0.9784824462061155, 'support': 441.0}, 'O': {'precision': 0.9970354888244327, 'recall': 0.9962068745072133, 'f1-score': 0.9966210094334594, 'support': 46927.0}, 'accuracy': 0.989548739988279, 'macro avg': {'precision': 0.9248019318164425, 'recall': 0.9096785663982523, 'f1-score': 0.916363418700894, 'support': 51190.0}, 'weighted avg': {'precision': 0.9896227754229439, 'recall': 0.989548739988279, 'f1-score': 0.9895556966818638, 'support': 51190.0}}
07/09/2023 10:57:33 xlmrb_bcms-12 xlmrb_bcms-12-1 datasets/hr500k.conllup_extracted.json 0.9894510646610666 0.9140092019621007 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9331651954602774, 'recall': 0.9673202614379085, 'f1-score': 0.9499358151476252, 'support': 765.0}, 'B-misc': {'precision': 0.830028328611898, 'recall': 0.8371428571428572, 'f1-score': 0.833570412517781, 'support': 350.0}, 'B-org': {'precision': 0.8963660834454913, 'recall': 0.8927613941018767, 'f1-score': 0.8945601074546676, 'support': 746.0}, 'B-per': {'precision': 0.948644793152639, 'recall': 0.9609826589595376, 'f1-score': 0.9547738693467337, 'support': 692.0}, 'I-loc': {'precision': 0.9230769230769231, 'recall': 0.8, 'f1-score': 0.8571428571428571, 'support': 165.0}, 'I-misc': {'precision': 0.8473581213307241, 'recall': 0.8506876227897839, 'f1-score': 0.8490196078431373, 'support': 509.0}, 'I-org': {'precision': 0.8843416370106761, 'recall': 0.8922800718132855, 'f1-score': 0.8882931188561215, 'support': 557.0}, 'I-per': {'precision': 0.9705882352941176, 'recall': 0.9727891156462585, 'f1-score': 0.971687429218573, 'support': 441.0}, 'O': {'precision': 0.9968662061908417, 'recall': 0.9964625908325697, 'f1-score': 0.9966643576490648, 'support': 46927.0}, 'accuracy': 0.9894510646610666, 'macro avg': {'precision': 0.9230435523573588, 'recall': 0.906516341482934, 'f1-score': 0.9140092019621007, 'support': 51190.0}, 'weighted avg': {'precision': 0.9894841516353887, 'recall': 0.9894510646610666, 'f1-score': 0.9894457135439306, 'support': 51190.0}}
07/09/2023 11:04:01 xlmrb_bcms-12 xlmrb_bcms-12-2 datasets/hr500k.conllup_extracted.json 0.9889822230904474 0.913875887736725 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9339263024142312, 'recall': 0.9607843137254902, 'f1-score': 0.9471649484536083, 'support': 765.0}, 'B-misc': {'precision': 0.8259668508287292, 'recall': 0.8542857142857143, 'f1-score': 0.8398876404494382, 'support': 350.0}, 'B-org': {'precision': 0.9, 'recall': 0.8927613941018767, 'f1-score': 0.8963660834454913, 'support': 746.0}, 'B-per': {'precision': 0.9309859154929577, 'recall': 0.9552023121387283, 'f1-score': 0.9429386590584878, 'support': 692.0}, 'I-loc': {'precision': 0.9485294117647058, 'recall': 0.7818181818181819, 'f1-score': 0.8571428571428571, 'support': 165.0}, 'I-misc': {'precision': 0.8305084745762712, 'recall': 0.8664047151277013, 'f1-score': 0.8480769230769231, 'support': 509.0}, 'I-org': {'precision': 0.8601036269430051, 'recall': 0.8940754039497307, 'f1-score': 0.8767605633802816, 'support': 557.0}, 'I-per': {'precision': 0.9750566893424036, 'recall': 0.9750566893424036, 'f1-score': 0.9750566893424036, 'support': 441.0}, 'O': {'precision': 0.9970769591841089, 'recall': 0.9958446097129584, 'f1-score': 0.9964604034287177, 'support': 46927.0}, 'accuracy': 0.9889822230904474, 'macro avg': {'precision': 0.9202154230546412, 'recall': 0.9097285965781735, 'f1-score': 0.9138758877367248, 'support': 51190.0}, 'weighted avg': {'precision': 0.9891644583512113, 'recall': 0.9889822230904474, 'f1-score': 0.9890317557527738, 'support': 51190.0}}
07/09/2023 11:11:00 xlmrb_bcms-24 xlmrb_bcms-24-0 datasets/hr500k.conllup_extracted.json 0.9895292049228365 0.9155871147049781 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9508408796895214, 'recall': 0.9607843137254902, 'f1-score': 0.9557867360208063, 'support': 765.0}, 'B-misc': {'precision': 0.8347578347578347, 'recall': 0.8371428571428572, 'f1-score': 0.8359486447931527, 'support': 350.0}, 'B-org': {'precision': 0.9014844804318488, 'recall': 0.8954423592493298, 'f1-score': 0.8984532616005381, 'support': 746.0}, 'B-per': {'precision': 0.9474431818181818, 'recall': 0.9638728323699421, 'f1-score': 0.9555873925501432, 'support': 692.0}, 'I-loc': {'precision': 0.916083916083916, 'recall': 0.793939393939394, 'f1-score': 0.8506493506493507, 'support': 165.0}, 'I-misc': {'precision': 0.8473581213307241, 'recall': 0.8506876227897839, 'f1-score': 0.8490196078431373, 'support': 509.0}, 'I-org': {'precision': 0.872852233676976, 'recall': 0.9120287253141831, 'f1-score': 0.8920105355575065, 'support': 557.0}, 'I-per': {'precision': 0.970917225950783, 'recall': 0.9841269841269841, 'f1-score': 0.9774774774774774, 'support': 441.0}, 'O': {'precision': 0.9967380180794815, 'recall': 0.9962494938947727, 'f1-score': 0.9964936961132248, 'support': 46927.0}, 'accuracy': 0.9895292049228365, 'macro avg': {'precision': 0.9238475891819267, 'recall': 0.9089011424658, 'f1-score': 0.9155871147049781, 'support': 51190.0}, 'weighted avg': {'precision': 0.9895767516014349, 'recall': 0.9895292049228365, 'f1-score': 0.98953009597673, 'support': 51190.0}}
07/09/2023 11:17:31 xlmrb_bcms-24 xlmrb_bcms-24-1 datasets/hr500k.conllup_extracted.json 0.9887868724360227 0.9076947793524898 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8157894736842105, 'f1-score': 0.898550724637681, 'support': 38.0}, 'B-loc': {'precision': 0.9456662354463131, 'recall': 0.9555555555555556, 'f1-score': 0.9505851755526659, 'support': 765.0}, 'B-misc': {'precision': 0.8277777777777777, 'recall': 0.8514285714285714, 'f1-score': 0.8394366197183099, 'support': 350.0}, 'B-org': {'precision': 0.8914209115281502, 'recall': 0.8914209115281502, 'f1-score': 0.8914209115281502, 'support': 746.0}, 'B-per': {'precision': 0.9311797752808989, 'recall': 0.958092485549133, 'f1-score': 0.9444444444444445, 'support': 692.0}, 'I-loc': {'precision': 0.9492753623188406, 'recall': 0.793939393939394, 'f1-score': 0.8646864686468647, 'support': 165.0}, 'I-misc': {'precision': 0.8231939163498099, 'recall': 0.8506876227897839, 'f1-score': 0.8367149758454107, 'support': 509.0}, 'I-org': {'precision': 0.867595818815331, 'recall': 0.8940754039497307, 'f1-score': 0.8806366047745359, 'support': 557.0}, 'I-per': {'precision': 0.9665178571428571, 'recall': 0.981859410430839, 'f1-score': 0.9741282339707537, 'support': 441.0}, 'O': {'precision': 0.9968218079433472, 'recall': 0.9958659194067381, 'f1-score': 0.9963436344060805, 'support': 46927.0}, 'accuracy': 0.9887868724360227, 'macro avg': {'precision': 0.9199449462603326, 'recall': 0.8988714748262107, 'f1-score': 0.9076947793524898, 'support': 51190.0}, 'weighted avg': {'precision': 0.988933613254059, 'recall': 0.9887868724360227, 'f1-score': 0.9888217429407637, 'support': 51190.0}}
07/09/2023 11:23:59 xlmrb_bcms-24 xlmrb_bcms-24-2 datasets/hr500k.conllup_extracted.json 0.9891971088103145 0.909707498236503 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.9423076923076923, 'recall': 0.9607843137254902, 'f1-score': 0.9514563106796117, 'support': 765.0}, 'B-misc': {'precision': 0.8357348703170029, 'recall': 0.8285714285714286, 'f1-score': 0.8321377331420373, 'support': 350.0}, 'B-org': {'precision': 0.8925729442970822, 'recall': 0.9021447721179625, 'f1-score': 0.8973333333333333, 'support': 746.0}, 'B-per': {'precision': 0.9407616361071932, 'recall': 0.9638728323699421, 'f1-score': 0.952177016416845, 'support': 692.0}, 'I-loc': {'precision': 0.916083916083916, 'recall': 0.793939393939394, 'f1-score': 0.8506493506493507, 'support': 165.0}, 'I-misc': {'precision': 0.8268482490272373, 'recall': 0.8349705304518664, 'f1-score': 0.83088954056696, 'support': 509.0}, 'I-org': {'precision': 0.8772241992882562, 'recall': 0.8850987432675045, 'f1-score': 0.8811438784629133, 'support': 557.0}, 'I-per': {'precision': 0.9750566893424036, 'recall': 0.9750566893424036, 'f1-score': 0.9750566893424036, 'support': 441.0}, 'O': {'precision': 0.9968661393821817, 'recall': 0.99644128113879, 'f1-score': 0.996653664982842, 'support': 46927.0}, 'accuracy': 0.9891971088103145, 'macro avg': {'precision': 0.9203456336152964, 'recall': 0.9009301037556361, 'f1-score': 0.909707498236503, 'support': 51190.0}, 'weighted avg': {'precision': 0.9892324646328979, 'recall': 0.9891971088103145, 'f1-score': 0.989193142916939, 'support': 51190.0}}
07/09/2023 11:30:54 xlmrb_bcms-36 xlmrb_bcms-36-0 datasets/hr500k.conllup_extracted.json 0.9894901347919516 0.9094296578336237 {'B-deriv-per': {'precision': 0.9696969696969697, 'recall': 0.8421052631578947, 'f1-score': 0.9014084507042254, 'support': 38.0}, 'B-loc': {'precision': 0.9488859764089121, 'recall': 0.9464052287581699, 'f1-score': 0.9476439790575916, 'support': 765.0}, 'B-misc': {'precision': 0.8510028653295129, 'recall': 0.8485714285714285, 'f1-score': 0.8497854077253219, 'support': 350.0}, 'B-org': {'precision': 0.8785529715762274, 'recall': 0.9115281501340483, 'f1-score': 0.8947368421052632, 'support': 746.0}, 'B-per': {'precision': 0.9527896995708155, 'recall': 0.9624277456647399, 'f1-score': 0.9575844716031633, 'support': 692.0}, 'I-loc': {'precision': 0.9202898550724637, 'recall': 0.7696969696969697, 'f1-score': 0.8382838283828382, 'support': 165.0}, 'I-misc': {'precision': 0.8358778625954199, 'recall': 0.8605108055009824, 'f1-score': 0.8480154888673765, 'support': 509.0}, 'I-org': {'precision': 0.865979381443299, 'recall': 0.9048473967684022, 'f1-score': 0.8849868305531168, 'support': 557.0}, 'I-per': {'precision': 0.9729119638826185, 'recall': 0.9773242630385488, 'f1-score': 0.9751131221719457, 'support': 441.0}, 'O': {'precision': 0.9971846006185348, 'recall': 0.9962921132823321, 'f1-score': 0.9967381571653946, 'support': 46927.0}, 'accuracy': 0.9894901347919516, 'macro avg': {'precision': 0.9193172146194775, 'recall': 0.9019709364573517, 'f1-score': 0.9094296578336236, 'support': 51190.0}, 'weighted avg': {'precision': 0.9896254024511753, 'recall': 0.9894901347919516, 'f1-score': 0.9895213706716673, 'support': 51190.0}}
07/09/2023 11:37:26 xlmrb_bcms-36 xlmrb_bcms-36-1 datasets/hr500k.conllup_extracted.json 0.9895292049228365 0.9101469307148919 {'B-deriv-per': {'precision': 0.9696969696969697, 'recall': 0.8421052631578947, 'f1-score': 0.9014084507042254, 'support': 38.0}, 'B-loc': {'precision': 0.9526315789473684, 'recall': 0.9464052287581699, 'f1-score': 0.9495081967213115, 'support': 765.0}, 'B-misc': {'precision': 0.8296703296703297, 'recall': 0.8628571428571429, 'f1-score': 0.8459383753501402, 'support': 350.0}, 'B-org': {'precision': 0.8894806924101198, 'recall': 0.8954423592493298, 'f1-score': 0.8924515698062793, 'support': 746.0}, 'B-per': {'precision': 0.9472182596291013, 'recall': 0.9595375722543352, 'f1-score': 0.9533381191672649, 'support': 692.0}, 'I-loc': {'precision': 0.9407407407407408, 'recall': 0.7696969696969697, 'f1-score': 0.8466666666666666, 'support': 165.0}, 'I-misc': {'precision': 0.852882703777336, 'recall': 0.8428290766208252, 'f1-score': 0.8478260869565217, 'support': 509.0}, 'I-org': {'precision': 0.8743455497382199, 'recall': 0.8994614003590664, 'f1-score': 0.8867256637168143, 'support': 557.0}, 'I-per': {'precision': 0.9732142857142857, 'recall': 0.9886621315192744, 'f1-score': 0.9808773903262092, 'support': 441.0}, 'O': {'precision': 0.9967818933549295, 'recall': 0.9966756877703667, 'f1-score': 0.9967287877334869, 'support': 46927.0}, 'accuracy': 0.9895292049228365, 'macro avg': {'precision': 0.9226663003679402, 'recall': 0.9003672832243377, 'f1-score': 0.9101469307148919, 'support': 51190.0}, 'weighted avg': {'precision': 0.9895789273187141, 'recall': 0.9895292049228365, 'f1-score': 0.9895173470713944, 'support': 51190.0}}
07/09/2023 11:43:57 xlmrb_bcms-36 xlmrb_bcms-36-2 datasets/hr500k.conllup_extracted.json 0.9898808361008009 0.9172282431237152 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9446589446589446, 'recall': 0.9594771241830066, 'f1-score': 0.9520103761348898, 'support': 765.0}, 'B-misc': {'precision': 0.8273972602739726, 'recall': 0.8628571428571429, 'f1-score': 0.8447552447552449, 'support': 350.0}, 'B-org': {'precision': 0.8962765957446809, 'recall': 0.903485254691689, 'f1-score': 0.8998664886515354, 'support': 746.0}, 'B-per': {'precision': 0.948644793152639, 'recall': 0.9609826589595376, 'f1-score': 0.9547738693467337, 'support': 692.0}, 'I-loc': {'precision': 0.9548872180451128, 'recall': 0.7696969696969697, 'f1-score': 0.8523489932885906, 'support': 165.0}, 'I-misc': {'precision': 0.8574181117533719, 'recall': 0.8742632612966601, 'f1-score': 0.8657587548638132, 'support': 509.0}, 'I-org': {'precision': 0.8747826086956522, 'recall': 0.9030520646319569, 'f1-score': 0.8886925795053003, 'support': 557.0}, 'I-per': {'precision': 0.9706546275395034, 'recall': 0.9750566893424036, 'f1-score': 0.9728506787330315, 'support': 441.0}, 'O': {'precision': 0.9971636348126506, 'recall': 0.9963986617512306, 'f1-score': 0.9967810015135687, 'support': 46927.0}, 'accuracy': 0.9898808361008009, 'macro avg': {'precision': 0.9271883794676528, 'recall': 0.910000666951586, 'f1-score': 0.9172282431237152, 'support': 51190.0}, 'weighted avg': {'precision': 0.9900084074145088, 'recall': 0.9898808361008009, 'f1-score': 0.9899028100150354, 'support': 51190.0}}
07/09/2023 11:51:01 xlmrb_bcms-48 xlmrb_bcms-48-0 datasets/hr500k.conllup_extracted.json 0.9904473529986325 0.9204466547095596 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.9530638852672751, 'recall': 0.9555555555555556, 'f1-score': 0.9543080939947781, 'support': 765.0}, 'B-misc': {'precision': 0.8288770053475936, 'recall': 0.8857142857142857, 'f1-score': 0.8563535911602209, 'support': 350.0}, 'B-org': {'precision': 0.9090909090909091, 'recall': 0.9115281501340483, 'f1-score': 0.9103078982597055, 'support': 746.0}, 'B-per': {'precision': 0.9597701149425287, 'recall': 0.9653179190751445, 'f1-score': 0.962536023054755, 'support': 692.0}, 'I-loc': {'precision': 0.910958904109589, 'recall': 0.806060606060606, 'f1-score': 0.855305466237942, 'support': 165.0}, 'I-misc': {'precision': 0.8785425101214575, 'recall': 0.8526522593320236, 'f1-score': 0.8654037886340977, 'support': 509.0}, 'I-org': {'precision': 0.878682842287695, 'recall': 0.9102333931777379, 'f1-score': 0.8941798941798942, 'support': 557.0}, 'I-per': {'precision': 0.9774266365688488, 'recall': 0.981859410430839, 'f1-score': 0.9796380090497738, 'support': 441.0}, 'O': {'precision': 0.9970156889495225, 'recall': 0.9966969974641464, 'f1-score': 0.9968563177356963, 'support': 46927.0}, 'accuracy': 0.9904473529986325, 'macro avg': {'precision': 0.9293428496685421, 'recall': 0.9134039629575966, 'f1-score': 0.9204466547095596, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905148787628135, 'recall': 0.9904473529986325, 'f1-score': 0.9904557321411579, 'support': 51190.0}}
07/09/2023 11:57:38 xlmrb_bcms-48 xlmrb_bcms-48-1 datasets/hr500k.conllup_extracted.json 0.9902715374096503 0.9195102527970157 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.9504563233376793, 'recall': 0.9529411764705882, 'f1-score': 0.9516971279373367, 'support': 765.0}, 'B-misc': {'precision': 0.8575498575498576, 'recall': 0.86, 'f1-score': 0.8587731811697575, 'support': 350.0}, 'B-org': {'precision': 0.9005376344086021, 'recall': 0.8981233243967829, 'f1-score': 0.8993288590604027, 'support': 746.0}, 'B-per': {'precision': 0.9473684210526315, 'recall': 0.9624277456647399, 'f1-score': 0.9548387096774194, 'support': 692.0}, 'I-loc': {'precision': 0.9290780141843972, 'recall': 0.793939393939394, 'f1-score': 0.8562091503267973, 'support': 165.0}, 'I-misc': {'precision': 0.8859470468431772, 'recall': 0.8546168958742633, 'f1-score': 0.87, 'support': 509.0}, 'I-org': {'precision': 0.882960413080895, 'recall': 0.9210053859964094, 'f1-score': 0.9015817223198594, 'support': 557.0}, 'I-per': {'precision': 0.972972972972973, 'recall': 0.9795918367346939, 'f1-score': 0.976271186440678, 'support': 441.0}, 'O': {'precision': 0.9967401725790987, 'recall': 0.9969100944019434, 'f1-score': 0.9968251262491743, 'support': 46927.0}, 'accuracy': 0.9902715374096503, 'macro avg': {'precision': 0.9323610856009312, 'recall': 0.9087976906110393, 'f1-score': 0.9195102527970157, 'support': 51190.0}, 'weighted avg': {'precision': 0.990267290273552, 'recall': 0.9902715374096503, 'f1-score': 0.9902407579165993, 'support': 51190.0}}
07/09/2023 12:04:15 xlmrb_bcms-48 xlmrb_bcms-48-2 datasets/hr500k.conllup_extracted.json 0.9893533893338543 0.908736363753395 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8157894736842105, 'f1-score': 0.898550724637681, 'support': 38.0}, 'B-loc': {'precision': 0.9501312335958005, 'recall': 0.9464052287581699, 'f1-score': 0.948264571054355, 'support': 765.0}, 'B-misc': {'precision': 0.84375, 'recall': 0.8485714285714285, 'f1-score': 0.8461538461538461, 'support': 350.0}, 'B-org': {'precision': 0.8998664886515354, 'recall': 0.903485254691689, 'f1-score': 0.9016722408026756, 'support': 746.0}, 'B-per': {'precision': 0.9343575418994413, 'recall': 0.9667630057803468, 'f1-score': 0.9502840909090908, 'support': 692.0}, 'I-loc': {'precision': 0.9338235294117647, 'recall': 0.7696969696969697, 'f1-score': 0.8438538205980066, 'support': 165.0}, 'I-misc': {'precision': 0.8888888888888888, 'recall': 0.8172888015717092, 'f1-score': 0.8515864892528147, 'support': 509.0}, 'I-org': {'precision': 0.8540268456375839, 'recall': 0.9138240574506283, 'f1-score': 0.8829141370338248, 'support': 557.0}, 'I-per': {'precision': 0.9557522123893806, 'recall': 0.9795918367346939, 'f1-score': 0.9675251959686452, 'support': 441.0}, 'O': {'precision': 0.9965479031708149, 'recall': 0.9965691393014683, 'f1-score': 0.9965585211230088, 'support': 46927.0}, 'accuracy': 0.9893533893338543, 'macro avg': {'precision': 0.925714464364521, 'recall': 0.8957985196241314, 'f1-score': 0.908736363753395, 'support': 51190.0}, 'weighted avg': {'precision': 0.9893875204299143, 'recall': 0.9893533893338543, 'f1-score': 0.989306938132689, 'support': 51190.0}}
07/09/2023 12:11:21 xlmrb_bcms-60 xlmrb_bcms-60-0 datasets/hr500k.conllup_extracted.json 0.9899394412971283 0.9147249634600485 {'B-deriv-per': {'precision': 0.9444444444444444, 'recall': 0.8947368421052632, 'f1-score': 0.918918918918919, 'support': 38.0}, 'B-loc': {'precision': 0.9509043927648578, 'recall': 0.9620915032679739, 'f1-score': 0.9564652371669915, 'support': 765.0}, 'B-misc': {'precision': 0.8314917127071824, 'recall': 0.86, 'f1-score': 0.8455056179775282, 'support': 350.0}, 'B-org': {'precision': 0.9056603773584906, 'recall': 0.900804289544236, 'f1-score': 0.903225806451613, 'support': 746.0}, 'B-per': {'precision': 0.9484978540772532, 'recall': 0.958092485549133, 'f1-score': 0.9532710280373831, 'support': 692.0}, 'I-loc': {'precision': 0.8986486486486487, 'recall': 0.806060606060606, 'f1-score': 0.8498402555910541, 'support': 165.0}, 'I-misc': {'precision': 0.8557312252964426, 'recall': 0.8506876227897839, 'f1-score': 0.8532019704433498, 'support': 509.0}, 'I-org': {'precision': 0.8767361111111112, 'recall': 0.9066427289048474, 'f1-score': 0.8914386584289498, 'support': 557.0}, 'I-per': {'precision': 0.9730941704035875, 'recall': 0.9841269841269841, 'f1-score': 0.9785794813979707, 'support': 441.0}, 'O': {'precision': 0.9970789535404362, 'recall': 0.9965265199139088, 'f1-score': 0.9968026601867245, 'support': 46927.0}, 'accuracy': 0.9899394412971283, 'macro avg': {'precision': 0.9182287890352454, 'recall': 0.9119769582262736, 'f1-score': 0.9147249634600483, 'support': 51190.0}, 'weighted avg': {'precision': 0.9899898578211418, 'recall': 0.9899394412971283, 'f1-score': 0.9899503527722332, 'support': 51190.0}}
07/09/2023 12:18:01 xlmrb_bcms-60 xlmrb_bcms-60-1 datasets/hr500k.conllup_extracted.json 0.9901152568861106 0.9165766525465348 {'B-deriv-per': {'precision': 0.918918918918919, 'recall': 0.8947368421052632, 'f1-score': 0.9066666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9534282018111255, 'recall': 0.9633986928104575, 'f1-score': 0.9583875162548766, 'support': 765.0}, 'B-misc': {'precision': 0.8463687150837989, 'recall': 0.8657142857142858, 'f1-score': 0.8559322033898306, 'support': 350.0}, 'B-org': {'precision': 0.9082321187584346, 'recall': 0.9021447721179625, 'f1-score': 0.9051782111634162, 'support': 746.0}, 'B-per': {'precision': 0.9568345323741008, 'recall': 0.9609826589595376, 'f1-score': 0.9589041095890412, 'support': 692.0}, 'I-loc': {'precision': 0.9219858156028369, 'recall': 0.7878787878787878, 'f1-score': 0.8496732026143791, 'support': 165.0}, 'I-misc': {'precision': 0.8571428571428571, 'recall': 0.8722986247544204, 'f1-score': 0.8646543330087633, 'support': 509.0}, 'I-org': {'precision': 0.8771626297577855, 'recall': 0.9102333931777379, 'f1-score': 0.8933920704845814, 'support': 557.0}, 'I-per': {'precision': 0.9708520179372198, 'recall': 0.981859410430839, 'f1-score': 0.9763246899661783, 'support': 441.0}, 'O': {'precision': 0.9969085133147133, 'recall': 0.9963986617512306, 'f1-score': 0.9966535223276137, 'support': 46927.0}, 'accuracy': 0.9901152568861106, 'macro avg': {'precision': 0.9207834320701791, 'recall': 0.9135646129700523, 'f1-score': 0.9165766525465348, 'support': 51190.0}, 'weighted avg': {'precision': 0.9901788572659809, 'recall': 0.9901152568861106, 'f1-score': 0.9901243248984964, 'support': 51190.0}}
07/09/2023 12:24:41 xlmrb_bcms-60 xlmrb_bcms-60-2 datasets/hr500k.conllup_extracted.json 0.9901933971478805 0.9169811257036729 {'B-deriv-per': {'precision': 0.9705882352941176, 'recall': 0.868421052631579, 'f1-score': 0.9166666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9509043927648578, 'recall': 0.9620915032679739, 'f1-score': 0.9564652371669915, 'support': 765.0}, 'B-misc': {'precision': 0.8611898016997167, 'recall': 0.8685714285714285, 'f1-score': 0.8648648648648649, 'support': 350.0}, 'B-org': {'precision': 0.901595744680851, 'recall': 0.9088471849865952, 'f1-score': 0.9052069425901201, 'support': 746.0}, 'B-per': {'precision': 0.9595959595959596, 'recall': 0.9609826589595376, 'f1-score': 0.9602888086642599, 'support': 692.0}, 'I-loc': {'precision': 0.9416058394160584, 'recall': 0.7818181818181819, 'f1-score': 0.8543046357615894, 'support': 165.0}, 'I-misc': {'precision': 0.8839662447257384, 'recall': 0.8231827111984283, 'f1-score': 0.8524923702950153, 'support': 509.0}, 'I-org': {'precision': 0.865874363327674, 'recall': 0.9156193895870736, 'f1-score': 0.8900523560209423, 'support': 557.0}, 'I-per': {'precision': 0.977116704805492, 'recall': 0.9682539682539683, 'f1-score': 0.9726651480637813, 'support': 441.0}, 'O': {'precision': 0.9965919015059536, 'recall': 0.9970166428708419, 'f1-score': 0.9968042269424974, 'support': 46927.0}, 'accuracy': 0.9901933971478805, 'macro avg': {'precision': 0.9309029187816419, 'recall': 0.9054804722145608, 'f1-score': 0.9169811257036729, 'support': 51190.0}, 'weighted avg': {'precision': 0.9901923013245786, 'recall': 0.9901933971478805, 'f1-score': 0.990147519221486, 'support': 51190.0}}
07/09/2023 12:31:49 xlmrb_bcms-72 xlmrb_bcms-72-0 datasets/hr500k.conllup_extracted.json 0.9903496776714202 0.9168585076875775 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.9534282018111255, 'recall': 0.9633986928104575, 'f1-score': 0.9583875162548766, 'support': 765.0}, 'B-misc': {'precision': 0.8393351800554016, 'recall': 0.8657142857142858, 'f1-score': 0.8523206751054851, 'support': 350.0}, 'B-org': {'precision': 0.9020134228187919, 'recall': 0.900804289544236, 'f1-score': 0.9014084507042254, 'support': 746.0}, 'B-per': {'precision': 0.9598853868194842, 'recall': 0.9682080924855492, 'f1-score': 0.9640287769784173, 'support': 692.0}, 'I-loc': {'precision': 0.9090909090909091, 'recall': 0.7878787878787878, 'f1-score': 0.8441558441558441, 'support': 165.0}, 'I-misc': {'precision': 0.8436293436293436, 'recall': 0.8585461689587426, 'f1-score': 0.8510223953261928, 'support': 509.0}, 'I-org': {'precision': 0.8795811518324608, 'recall': 0.9048473967684022, 'f1-score': 0.8920353982300885, 'support': 557.0}, 'I-per': {'precision': 0.9730941704035875, 'recall': 0.9841269841269841, 'f1-score': 0.9785794813979707, 'support': 441.0}, 'O': {'precision': 0.9973560767590618, 'recall': 0.9967822362392652, 'f1-score': 0.9970690739339422, 'support': 46927.0}, 'accuracy': 0.9903496776714202, 'macro avg': {'precision': 0.9257413843220166, 'recall': 0.9098727987158289, 'f1-score': 0.9168585076875774, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904215622036587, 'recall': 0.9903496776714202, 'f1-score': 0.9903632557510023, 'support': 51190.0}}
07/09/2023 12:38:28 xlmrb_bcms-72 xlmrb_bcms-72-1 datasets/hr500k.conllup_extracted.json 0.9897440906427036 0.9156837797302602 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9475703324808185, 'recall': 0.9686274509803922, 'f1-score': 0.9579831932773111, 'support': 765.0}, 'B-misc': {'precision': 0.8085106382978723, 'recall': 0.8685714285714285, 'f1-score': 0.837465564738292, 'support': 350.0}, 'B-org': {'precision': 0.9074585635359116, 'recall': 0.8806970509383378, 'f1-score': 0.8938775510204082, 'support': 746.0}, 'B-per': {'precision': 0.9487908961593172, 'recall': 0.9638728323699421, 'f1-score': 0.9562724014336917, 'support': 692.0}, 'I-loc': {'precision': 0.9178082191780822, 'recall': 0.8121212121212121, 'f1-score': 0.8617363344051447, 'support': 165.0}, 'I-misc': {'precision': 0.8409961685823755, 'recall': 0.862475442043222, 'f1-score': 0.8516003879728419, 'support': 509.0}, 'I-org': {'precision': 0.8812949640287769, 'recall': 0.8797127468581688, 'f1-score': 0.8805031446540881, 'support': 557.0}, 'I-per': {'precision': 0.9794520547945206, 'recall': 0.9727891156462585, 'f1-score': 0.9761092150170648, 'support': 441.0}, 'O': {'precision': 0.9970368159628217, 'recall': 0.9966543780765871, 'f1-score': 0.9968455603393155, 'support': 46927.0}, 'accuracy': 0.9897440906427036, 'macro avg': {'precision': 0.9228918653020498, 'recall': 0.9100258499710812, 'f1-score': 0.9156837797302602, 'support': 51190.0}, 'weighted avg': {'precision': 0.9898353025215996, 'recall': 0.9897440906427036, 'f1-score': 0.9897628297001506, 'support': 51190.0}}
07/09/2023 12:45:08 xlmrb_bcms-72 xlmrb_bcms-72-2 datasets/hr500k.conllup_extracted.json 0.9899199062316859 0.914633222373437 {'B-deriv-per': {'precision': 0.9696969696969697, 'recall': 0.8421052631578947, 'f1-score': 0.9014084507042254, 'support': 38.0}, 'B-loc': {'precision': 0.9378172588832487, 'recall': 0.9660130718954248, 'f1-score': 0.9517063747585319, 'support': 765.0}, 'B-misc': {'precision': 0.8444444444444444, 'recall': 0.8685714285714285, 'f1-score': 0.8563380281690142, 'support': 350.0}, 'B-org': {'precision': 0.9058663028649386, 'recall': 0.8900804289544236, 'f1-score': 0.8979039891818796, 'support': 746.0}, 'B-per': {'precision': 0.9460992907801419, 'recall': 0.9638728323699421, 'f1-score': 0.9549033643521831, 'support': 692.0}, 'I-loc': {'precision': 0.9424460431654677, 'recall': 0.793939393939394, 'f1-score': 0.861842105263158, 'support': 165.0}, 'I-misc': {'precision': 0.8673469387755102, 'recall': 0.8349705304518664, 'f1-score': 0.8508508508508509, 'support': 509.0}, 'I-org': {'precision': 0.881326352530541, 'recall': 0.9066427289048474, 'f1-score': 0.8938053097345133, 'support': 557.0}, 'I-per': {'precision': 0.9753363228699552, 'recall': 0.9863945578231292, 'f1-score': 0.9808342728297632, 'support': 441.0}, 'O': {'precision': 0.9967819619376426, 'recall': 0.9966969974641464, 'f1-score': 0.9967394778902504, 'support': 46927.0}, 'accuracy': 0.9899199062316859, 'macro avg': {'precision': 0.926716188594886, 'recall': 0.9049287233532498, 'f1-score': 0.9146332223734369, 'support': 51190.0}, 'weighted avg': {'precision': 0.9899258376276378, 'recall': 0.9899199062316859, 'f1-score': 0.9898873743501645, 'support': 51190.0}}
07/09/2023 12:52:19 xlmrb_bcms-84 xlmrb_bcms-84-0 datasets/hr500k.conllup_extracted.json 0.9905254932604024 0.9233255073997275 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9494818652849741, 'recall': 0.9581699346405229, 'f1-score': 0.9538061158100196, 'support': 765.0}, 'B-misc': {'precision': 0.8315508021390374, 'recall': 0.8885714285714286, 'f1-score': 0.8591160220994475, 'support': 350.0}, 'B-org': {'precision': 0.9209809264305178, 'recall': 0.9061662198391421, 'f1-score': 0.9135135135135136, 'support': 746.0}, 'B-per': {'precision': 0.9545454545454546, 'recall': 0.9710982658959537, 'f1-score': 0.9627507163323782, 'support': 692.0}, 'I-loc': {'precision': 0.9347826086956522, 'recall': 0.7818181818181819, 'f1-score': 0.8514851485148516, 'support': 165.0}, 'I-misc': {'precision': 0.8477842003853564, 'recall': 0.8644400785854617, 'f1-score': 0.8560311284046692, 'support': 509.0}, 'I-org': {'precision': 0.8929824561403509, 'recall': 0.9138240574506283, 'f1-score': 0.9032830523513753, 'support': 557.0}, 'I-per': {'precision': 0.970917225950783, 'recall': 0.9841269841269841, 'f1-score': 0.9774774774774774, 'support': 441.0}, 'O': {'precision': 0.9972066443482526, 'recall': 0.9965691393014683, 'f1-score': 0.996887789904502, 'support': 46927.0}, 'accuracy': 0.9905254932604024, 'macro avg': {'precision': 0.930023218392038, 'recall': 0.918583692180872, 'f1-score': 0.9233255073997275, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906277953864063, 'recall': 0.9905254932604024, 'f1-score': 0.990542286730137, 'support': 51190.0}}
07/09/2023 12:59:04 xlmrb_bcms-84 xlmrb_bcms-84-1 datasets/hr500k.conllup_extracted.json 0.9898808361008009 0.9161910523736658 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9425287356321839, 'recall': 0.9647058823529412, 'f1-score': 0.9534883720930232, 'support': 765.0}, 'B-misc': {'precision': 0.8333333333333334, 'recall': 0.8714285714285714, 'f1-score': 0.8519553072625698, 'support': 350.0}, 'B-org': {'precision': 0.9144827586206896, 'recall': 0.8887399463806971, 'f1-score': 0.9014276002719239, 'support': 746.0}, 'B-per': {'precision': 0.9557142857142857, 'recall': 0.9667630057803468, 'f1-score': 0.9612068965517241, 'support': 692.0}, 'I-loc': {'precision': 0.9154929577464789, 'recall': 0.7878787878787878, 'f1-score': 0.8469055374592833, 'support': 165.0}, 'I-misc': {'precision': 0.85, 'recall': 0.8683693516699411, 'f1-score': 0.8590864917395529, 'support': 509.0}, 'I-org': {'precision': 0.8648180242634316, 'recall': 0.895870736086176, 'f1-score': 0.8800705467372135, 'support': 557.0}, 'I-per': {'precision': 0.9817767653758542, 'recall': 0.9773242630385488, 'f1-score': 0.9795454545454546, 'support': 441.0}, 'O': {'precision': 0.9969724751082021, 'recall': 0.9964625908325697, 'f1-score': 0.996717467760844, 'support': 46927.0}, 'accuracy': 0.9898808361008009, 'macro avg': {'precision': 0.9226547907223029, 'recall': 0.9112279977553843, 'f1-score': 0.9161910523736658, 'support': 51190.0}, 'weighted avg': {'precision': 0.9899682502297549, 'recall': 0.9898808361008009, 'f1-score': 0.9898959615600742, 'support': 51190.0}}
07/09/2023 13:05:51 xlmrb_bcms-84 xlmrb_bcms-84-2 datasets/hr500k.conllup_extracted.json 0.9896464153154914 0.9159437200066801 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9507772020725389, 'recall': 0.9594771241830066, 'f1-score': 0.9551073519843852, 'support': 765.0}, 'B-misc': {'precision': 0.8230563002680965, 'recall': 0.8771428571428571, 'f1-score': 0.8492392807745505, 'support': 350.0}, 'B-org': {'precision': 0.9089673913043478, 'recall': 0.8967828418230563, 'f1-score': 0.9028340080971659, 'support': 746.0}, 'B-per': {'precision': 0.943502824858757, 'recall': 0.9653179190751445, 'f1-score': 0.9542857142857143, 'support': 692.0}, 'I-loc': {'precision': 0.935251798561151, 'recall': 0.7878787878787878, 'f1-score': 0.8552631578947368, 'support': 165.0}, 'I-misc': {'precision': 0.8454011741682974, 'recall': 0.8487229862475442, 'f1-score': 0.8470588235294119, 'support': 509.0}, 'I-org': {'precision': 0.8745583038869258, 'recall': 0.8886894075403949, 'f1-score': 0.8815672306322351, 'support': 557.0}, 'I-per': {'precision': 0.9664429530201343, 'recall': 0.9795918367346939, 'f1-score': 0.9729729729729729, 'support': 441.0}, 'O': {'precision': 0.9969085792256523, 'recall': 0.9964199714450104, 'f1-score': 0.9966642154511834, 'support': 46927.0}, 'accuracy': 0.9896464153154914, 'macro avg': {'precision': 0.92448665273659, 'recall': 0.9094760574175759, 'f1-score': 0.9159437200066801, 'support': 51190.0}, 'weighted avg': {'precision': 0.9897302764734902, 'recall': 0.9896464153154914, 'f1-score': 0.9896563132448575, 'support': 51190.0}}
07/09/2023 13:13:03 xlmrb_bcms-96 xlmrb_bcms-96-0 datasets/hr500k.conllup_extracted.json 0.9901347919515531 0.9185652576558138 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9517601043024772, 'recall': 0.954248366013072, 'f1-score': 0.9530026109660574, 'support': 765.0}, 'B-misc': {'precision': 0.8279569892473119, 'recall': 0.88, 'f1-score': 0.8531855955678671, 'support': 350.0}, 'B-org': {'precision': 0.9114441416893733, 'recall': 0.8967828418230563, 'f1-score': 0.904054054054054, 'support': 746.0}, 'B-per': {'precision': 0.9585121602288984, 'recall': 0.9682080924855492, 'f1-score': 0.9633357296908699, 'support': 692.0}, 'I-loc': {'precision': 0.9014084507042254, 'recall': 0.7757575757575758, 'f1-score': 0.8338762214983714, 'support': 165.0}, 'I-misc': {'precision': 0.8292220113851992, 'recall': 0.8585461689587426, 'f1-score': 0.8436293436293437, 'support': 509.0}, 'I-org': {'precision': 0.8948306595365418, 'recall': 0.9012567324955116, 'f1-score': 0.8980322003577818, 'support': 557.0}, 'I-per': {'precision': 0.9774266365688488, 'recall': 0.981859410430839, 'f1-score': 0.9796380090497738, 'support': 441.0}, 'O': {'precision': 0.9971007077683978, 'recall': 0.9966969974641464, 'f1-score': 0.9968988117440188, 'support': 46927.0}, 'accuracy': 0.9901347919515531, 'macro avg': {'precision': 0.9222634834404249, 'recall': 0.9160724606481125, 'f1-score': 0.9185652576558139, 'support': 51190.0}, 'weighted avg': {'precision': 0.9902187786535881, 'recall': 0.9901347919515531, 'f1-score': 0.9901521069323026, 'support': 51190.0}}
07/09/2023 13:19:41 xlmrb_bcms-96 xlmrb_bcms-96-1 datasets/hr500k.conllup_extracted.json 0.9900371166243407 0.9179855049174808 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9606815203145478, 'recall': 0.9581699346405229, 'f1-score': 0.9594240837696336, 'support': 765.0}, 'B-misc': {'precision': 0.8273972602739726, 'recall': 0.8628571428571429, 'f1-score': 0.8447552447552449, 'support': 350.0}, 'B-org': {'precision': 0.9195088676671214, 'recall': 0.903485254691689, 'f1-score': 0.9114266396213658, 'support': 746.0}, 'B-per': {'precision': 0.9424157303370787, 'recall': 0.9696531791907514, 'f1-score': 0.955840455840456, 'support': 692.0}, 'I-loc': {'precision': 0.9333333333333333, 'recall': 0.7636363636363637, 'f1-score': 0.84, 'support': 165.0}, 'I-misc': {'precision': 0.8416988416988417, 'recall': 0.8565815324165029, 'f1-score': 0.8490749756572541, 'support': 509.0}, 'I-org': {'precision': 0.892416225749559, 'recall': 0.9084380610412927, 'f1-score': 0.900355871886121, 'support': 557.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9841269841269841, 'f1-score': 0.9763779527559054, 'support': 441.0}, 'O': {'precision': 0.9968025920320593, 'recall': 0.9965052102201292, 'f1-score': 0.9966538789428816, 'support': 46927.0}, 'accuracy': 0.9900371166243407, 'macro avg': {'precision': 0.9255226593628736, 'recall': 0.9124506294400325, 'f1-score': 0.9179855049174808, 'support': 51190.0}, 'weighted avg': {'precision': 0.9901003063822926, 'recall': 0.9900371166243407, 'f1-score': 0.9900326667681434, 'support': 51190.0}}
07/09/2023 13:26:18 xlmrb_bcms-96 xlmrb_bcms-96-2 datasets/hr500k.conllup_extracted.json 0.9897831607735886 0.9145626760961545 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.952258064516129, 'recall': 0.9647058823529412, 'f1-score': 0.9584415584415584, 'support': 765.0}, 'B-misc': {'precision': 0.8398876404494382, 'recall': 0.8542857142857143, 'f1-score': 0.8470254957507083, 'support': 350.0}, 'B-org': {'precision': 0.9120879120879121, 'recall': 0.8900804289544236, 'f1-score': 0.9009497964721845, 'support': 746.0}, 'B-per': {'precision': 0.9384615384615385, 'recall': 0.9696531791907514, 'f1-score': 0.9538024164889836, 'support': 692.0}, 'I-loc': {'precision': 0.9191176470588235, 'recall': 0.7575757575757576, 'f1-score': 0.8305647840531561, 'support': 165.0}, 'I-misc': {'precision': 0.8642714570858283, 'recall': 0.8506876227897839, 'f1-score': 0.8574257425742574, 'support': 509.0}, 'I-org': {'precision': 0.8880994671403197, 'recall': 0.8976660682226212, 'f1-score': 0.8928571428571428, 'support': 557.0}, 'I-per': {'precision': 0.9646017699115044, 'recall': 0.9886621315192744, 'f1-score': 0.9764837625979844, 'support': 441.0}, 'O': {'precision': 0.9965479767308061, 'recall': 0.996590448995248, 'f1-score': 0.9965692124105011, 'support': 46927.0}, 'accuracy': 0.9897831607735886, 'macro avg': {'precision': 0.924676204487087, 'recall': 0.9064644075991779, 'f1-score': 0.9145626760961545, 'support': 51190.0}, 'weighted avg': {'precision': 0.9897601409934647, 'recall': 0.9897831607735886, 'f1-score': 0.9897368800034564, 'support': 51190.0}}
07/09/2023 13:31:00 xlmrb_bcms-12 xlmrb_bcms-12-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9796693476318141 0.7763454666321447 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.86, 'recall': 0.9148936170212766, 'f1-score': 0.8865979381443299, 'support': 47.0}, 'B-misc': {'precision': 0.625, 'recall': 0.6818181818181818, 'f1-score': 0.6521739130434783, 'support': 88.0}, 'B-org': {'precision': 0.7790697674418605, 'recall': 0.7528089887640449, 'f1-score': 0.7657142857142858, 'support': 89.0}, 'B-per': {'precision': 0.9425287356321839, 'recall': 0.9425287356321839, 'f1-score': 0.9425287356321839, 'support': 348.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'I-misc': {'precision': 0.675, 'recall': 0.627906976744186, 'f1-score': 0.6506024096385542, 'support': 86.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.5945945945945946, 'f1-score': 0.6984126984126985, 'support': 37.0}, 'I-per': {'precision': 0.8421052631578947, 'recall': 0.9411764705882353, 'f1-score': 0.8888888888888888, 'support': 34.0}, 'O': {'precision': 0.9925799781048534, 'recall': 0.9930631617378606, 'f1-score': 0.9928215111327413, 'support': 8217.0}, 'accuracy': 0.9796693476318141, 'macro avg': {'precision': 0.7812437590490637, 'recall': 0.7782124060233897, 'f1-score': 0.7763454666321447, 'support': 8952.0}, 'weighted avg': {'precision': 0.9797281233964441, 'recall': 0.9796693476318141, 'f1-score': 0.9795684515188189, 'support': 8952.0}}
07/09/2023 13:35:14 xlmrb_bcms-12 xlmrb_bcms-12-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9802278820375335 0.7575140398394083 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.8113207547169812, 'recall': 0.9148936170212766, 'f1-score': 0.8600000000000001, 'support': 47.0}, 'B-misc': {'precision': 0.6746987951807228, 'recall': 0.6363636363636364, 'f1-score': 0.6549707602339182, 'support': 88.0}, 'B-org': {'precision': 0.8271604938271605, 'recall': 0.7528089887640449, 'f1-score': 0.7882352941176471, 'support': 89.0}, 'B-per': {'precision': 0.9398280802292264, 'recall': 0.9425287356321839, 'f1-score': 0.9411764705882354, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7088607594936709, 'recall': 0.6511627906976745, 'f1-score': 0.6787878787878788, 'support': 86.0}, 'I-org': {'precision': 0.8076923076923077, 'recall': 0.5675675675675675, 'f1-score': 0.6666666666666666, 'support': 37.0}, 'I-per': {'precision': 0.7948717948717948, 'recall': 0.9117647058823529, 'f1-score': 0.8493150684931507, 'support': 34.0}, 'O': {'precision': 0.9921059023560845, 'recall': 0.9941584519897773, 'f1-score': 0.9931311166494438, 'support': 8217.0}, 'accuracy': 0.9802278820375335, 'macro avg': {'precision': 0.7556538888367949, 'recall': 0.7704581827251848, 'f1-score': 0.7575140398394085, 'support': 8952.0}, 'weighted avg': {'precision': 0.9798022237158901, 'recall': 0.9802278820375335, 'f1-score': 0.9798532030105009, 'support': 8952.0}}
07/09/2023 13:39:28 xlmrb_bcms-12 xlmrb_bcms-12-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9782171581769437 0.7713964923920982 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8431372549019608, 'recall': 0.9148936170212766, 'f1-score': 0.8775510204081632, 'support': 47.0}, 'B-misc': {'precision': 0.611764705882353, 'recall': 0.5909090909090909, 'f1-score': 0.601156069364162, 'support': 88.0}, 'B-org': {'precision': 0.8024691358024691, 'recall': 0.7303370786516854, 'f1-score': 0.7647058823529411, 'support': 89.0}, 'B-per': {'precision': 0.9476744186046512, 'recall': 0.9367816091954023, 'f1-score': 0.9421965317919075, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6206896551724138, 'recall': 0.627906976744186, 'f1-score': 0.6242774566473989, 'support': 86.0}, 'I-org': {'precision': 0.6785714285714286, 'recall': 0.5135135135135135, 'f1-score': 0.5846153846153848, 'support': 37.0}, 'I-per': {'precision': 0.8857142857142857, 'recall': 0.9117647058823529, 'f1-score': 0.8985507246376812, 'support': 34.0}, 'O': {'precision': 0.991376169075671, 'recall': 0.9933065595716198, 'f1-score': 0.9923404255319149, 'support': 8217.0}, 'accuracy': 0.9782171581769437, 'macro avg': {'precision': 0.7631397053725234, 'recall': 0.7886079818155795, 'f1-score': 0.7713964923920982, 'support': 8952.0}, 'weighted avg': {'precision': 0.9777884177915463, 'recall': 0.9782171581769437, 'f1-score': 0.9779162415859931, 'support': 8952.0}}
07/09/2023 13:44:10 xlmrb_bcms-24 xlmrb_bcms-24-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9802278820375335 0.7772033344272445 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8148148148148148, 'recall': 0.9361702127659575, 'f1-score': 0.8712871287128713, 'support': 47.0}, 'B-misc': {'precision': 0.6626506024096386, 'recall': 0.625, 'f1-score': 0.6432748538011697, 'support': 88.0}, 'B-org': {'precision': 0.8160919540229885, 'recall': 0.797752808988764, 'f1-score': 0.8068181818181818, 'support': 89.0}, 'B-per': {'precision': 0.9215686274509803, 'recall': 0.9454022988505747, 'f1-score': 0.9333333333333333, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7246376811594203, 'recall': 0.5813953488372093, 'f1-score': 0.6451612903225806, 'support': 86.0}, 'I-org': {'precision': 0.84, 'recall': 0.5675675675675675, 'f1-score': 0.6774193548387097, 'support': 37.0}, 'I-per': {'precision': 0.8048780487804879, 'recall': 0.9705882352941176, 'f1-score': 0.8800000000000001, 'support': 34.0}, 'O': {'precision': 0.9927069405615656, 'recall': 0.993915054156018, 'f1-score': 0.9933106300170276, 'support': 8217.0}, 'accuracy': 0.9802278820375335, 'macro avg': {'precision': 0.7677348669199896, 'recall': 0.8084458193126876, 'f1-score': 0.7772033344272445, 'support': 8952.0}, 'weighted avg': {'precision': 0.9797905764524086, 'recall': 0.9802278820375335, 'f1-score': 0.979739903935076, 'support': 8952.0}}
07/09/2023 13:48:26 xlmrb_bcms-24 xlmrb_bcms-24-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9805630026809652 0.78321134234083 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7719298245614035, 'recall': 0.9361702127659575, 'f1-score': 0.8461538461538461, 'support': 47.0}, 'B-misc': {'precision': 0.7638888888888888, 'recall': 0.625, 'f1-score': 0.6875, 'support': 88.0}, 'B-org': {'precision': 0.8441558441558441, 'recall': 0.7303370786516854, 'f1-score': 0.7831325301204819, 'support': 89.0}, 'B-per': {'precision': 0.9421965317919075, 'recall': 0.9367816091954023, 'f1-score': 0.9394812680115274, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.8103448275862069, 'recall': 0.5465116279069767, 'f1-score': 0.6527777777777777, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.8648648648648649, 'recall': 0.9411764705882353, 'f1-score': 0.9014084507042254, 'support': 34.0}, 'O': {'precision': 0.989477503628447, 'recall': 0.9956188389923329, 'f1-score': 0.9925386715195632, 'support': 8217.0}, 'accuracy': 0.9805630026809652, 'macro avg': {'precision': 0.7908286856906134, 'recall': 0.7999884126388879, 'f1-score': 0.7832113423408301, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796516702642636, 'recall': 0.9805630026809652, 'f1-score': 0.97961723060835, 'support': 8952.0}}
07/09/2023 13:52:40 xlmrb_bcms-24 xlmrb_bcms-24-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9789991063449508 0.7486069833758842 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.7894736842105263, 'recall': 0.9574468085106383, 'f1-score': 0.8653846153846154, 'support': 47.0}, 'B-misc': {'precision': 0.686046511627907, 'recall': 0.6704545454545454, 'f1-score': 0.6781609195402298, 'support': 88.0}, 'B-org': {'precision': 0.7831325301204819, 'recall': 0.7303370786516854, 'f1-score': 0.7558139534883721, 'support': 89.0}, 'B-per': {'precision': 0.94, 'recall': 0.9454022988505747, 'f1-score': 0.9426934097421205, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6582278481012658, 'recall': 0.6046511627906976, 'f1-score': 0.6303030303030303, 'support': 86.0}, 'I-org': {'precision': 0.75, 'recall': 0.5675675675675675, 'f1-score': 0.6461538461538462, 'support': 37.0}, 'I-per': {'precision': 0.825, 'recall': 0.9705882352941176, 'f1-score': 0.8918918918918919, 'support': 34.0}, 'O': {'precision': 0.992093419292057, 'recall': 0.9925763660703419, 'f1-score': 0.9923348339214016, 'support': 8217.0}, 'accuracy': 0.9789991063449508, 'macro avg': {'precision': 0.7357307326685572, 'recall': 0.7772357396523502, 'f1-score': 0.7486069833758842, 'support': 8952.0}, 'weighted avg': {'precision': 0.9787237905073072, 'recall': 0.9789991063449508, 'f1-score': 0.9787063666067444, 'support': 8952.0}}
07/09/2023 13:57:25 xlmrb_bcms-36 xlmrb_bcms-36-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9810098302055407 0.7720484225134284 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.8148148148148148, 'recall': 0.9361702127659575, 'f1-score': 0.8712871287128713, 'support': 47.0}, 'B-misc': {'precision': 0.6941176470588235, 'recall': 0.6704545454545454, 'f1-score': 0.6820809248554913, 'support': 88.0}, 'B-org': {'precision': 0.75, 'recall': 0.7415730337078652, 'f1-score': 0.7457627118644068, 'support': 89.0}, 'B-per': {'precision': 0.9484240687679083, 'recall': 0.9511494252873564, 'f1-score': 0.9497847919655666, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7073170731707317, 'recall': 0.6744186046511628, 'f1-score': 0.6904761904761904, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.992585389570925, 'recall': 0.9937933552391384, 'f1-score': 0.9931890051082461, 'support': 8217.0}, 'accuracy': 0.9810098302055407, 'macro avg': {'precision': 0.7725116136240346, 'recall': 0.7839048313301045, 'f1-score': 0.7720484225134284, 'support': 8952.0}, 'weighted avg': {'precision': 0.9808440328890551, 'recall': 0.9810098302055407, 'f1-score': 0.9807542820763205, 'support': 8952.0}}
07/09/2023 14:01:44 xlmrb_bcms-36 xlmrb_bcms-36-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9815683646112601 0.8170665029751003 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8269230769230769, 'recall': 0.9148936170212766, 'f1-score': 0.8686868686868686, 'support': 47.0}, 'B-misc': {'precision': 0.7228915662650602, 'recall': 0.6818181818181818, 'f1-score': 0.7017543859649122, 'support': 88.0}, 'B-org': {'precision': 0.7682926829268293, 'recall': 0.7078651685393258, 'f1-score': 0.736842105263158, 'support': 89.0}, 'B-per': {'precision': 0.9398280802292264, 'recall': 0.9425287356321839, 'f1-score': 0.9411764705882354, 'support': 348.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'I-misc': {'precision': 0.7887323943661971, 'recall': 0.6511627906976745, 'f1-score': 0.7133757961783439, 'support': 86.0}, 'I-org': {'precision': 0.8148148148148148, 'recall': 0.5945945945945946, 'f1-score': 0.6875, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9916323065728838, 'recall': 0.9951320433248144, 'f1-score': 0.993379092510478, 'support': 8217.0}, 'accuracy': 0.9815683646112601, 'macro avg': {'precision': 0.8295972064955232, 'recall': 0.8125250033588836, 'f1-score': 0.8170665029751001, 'support': 8952.0}, 'weighted avg': {'precision': 0.9808642764943185, 'recall': 0.9815683646112601, 'f1-score': 0.9810445570153012, 'support': 8952.0}}
07/09/2023 14:06:02 xlmrb_bcms-36 xlmrb_bcms-36-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9793342269883825 0.7793842715798742 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7543859649122807, 'recall': 0.9148936170212766, 'f1-score': 0.8269230769230769, 'support': 47.0}, 'B-misc': {'precision': 0.6785714285714286, 'recall': 0.6477272727272727, 'f1-score': 0.6627906976744187, 'support': 88.0}, 'B-org': {'precision': 0.7682926829268293, 'recall': 0.7078651685393258, 'f1-score': 0.736842105263158, 'support': 89.0}, 'B-per': {'precision': 0.9396551724137931, 'recall': 0.9396551724137931, 'f1-score': 0.9396551724137931, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7105263157894737, 'recall': 0.627906976744186, 'f1-score': 0.6666666666666666, 'support': 86.0}, 'I-org': {'precision': 0.8181818181818182, 'recall': 0.4864864864864865, 'f1-score': 0.6101694915254238, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9913814032532168, 'recall': 0.993915054156018, 'f1-score': 0.992646611972045, 'support': 8217.0}, 'accuracy': 0.9793342269883825, 'macro avg': {'precision': 0.7802886677940732, 'recall': 0.7955704650049144, 'f1-score': 0.7793842715798742, 'support': 8952.0}, 'weighted avg': {'precision': 0.978795998674294, 'recall': 0.9793342269883825, 'f1-score': 0.978792233753547, 'support': 8952.0}}
07/09/2023 14:10:50 xlmrb_bcms-48 xlmrb_bcms-48-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9827971403038427 0.7746574019506591 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8148148148148148, 'recall': 0.9361702127659575, 'f1-score': 0.8712871287128713, 'support': 47.0}, 'B-misc': {'precision': 0.717948717948718, 'recall': 0.6363636363636364, 'f1-score': 0.674698795180723, 'support': 88.0}, 'B-org': {'precision': 0.7692307692307693, 'recall': 0.7865168539325843, 'f1-score': 0.7777777777777778, 'support': 89.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9568965517241379, 'f1-score': 0.9527896995708154, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.717948717948718, 'recall': 0.6511627906976745, 'f1-score': 0.6829268292682927, 'support': 86.0}, 'I-org': {'precision': 0.8148148148148148, 'recall': 0.5945945945945946, 'f1-score': 0.6875, 'support': 37.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.9411764705882353, 'f1-score': 0.9142857142857143, 'support': 34.0}, 'O': {'precision': 0.9940461725394897, 'recall': 0.9956188389923329, 'f1-score': 0.9948318842342069, 'support': 8217.0}, 'accuracy': 0.9827971403038427, 'macro avg': {'precision': 0.7749744178237495, 'recall': 0.7831833282992486, 'f1-score': 0.7746574019506592, 'support': 8952.0}, 'weighted avg': {'precision': 0.9822980929358932, 'recall': 0.9827971403038427, 'f1-score': 0.9824035935684727, 'support': 8952.0}}
07/09/2023 14:15:12 xlmrb_bcms-48 xlmrb_bcms-48-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9829088471849866 0.796508419450232 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.84, 'recall': 0.8936170212765957, 'f1-score': 0.8659793814432989, 'support': 47.0}, 'B-misc': {'precision': 0.7317073170731707, 'recall': 0.6818181818181818, 'f1-score': 0.7058823529411764, 'support': 88.0}, 'B-org': {'precision': 0.7790697674418605, 'recall': 0.7528089887640449, 'f1-score': 0.7657142857142858, 'support': 89.0}, 'B-per': {'precision': 0.940677966101695, 'recall': 0.9568965517241379, 'f1-score': 0.9487179487179486, 'support': 348.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 3.0}, 'I-misc': {'precision': 0.7142857142857143, 'recall': 0.6976744186046512, 'f1-score': 0.7058823529411765, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.993682420119062, 'recall': 0.9953754411585737, 'f1-score': 0.9945282101167315, 'support': 8217.0}, 'accuracy': 0.9829088471849866, 'macro avg': {'precision': 0.815061366121198, 'recall': 0.7849679739541203, 'f1-score': 0.796508419450232, 'support': 8952.0}, 'weighted avg': {'precision': 0.9825192745545355, 'recall': 0.9829088471849866, 'f1-score': 0.9825583589608692, 'support': 8952.0}}
07/09/2023 14:19:33 xlmrb_bcms-48 xlmrb_bcms-48-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9820151921358355 0.8026727188988364 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8035714285714286, 'recall': 0.9574468085106383, 'f1-score': 0.8737864077669905, 'support': 47.0}, 'B-misc': {'precision': 0.7160493827160493, 'recall': 0.6590909090909091, 'f1-score': 0.6863905325443787, 'support': 88.0}, 'B-org': {'precision': 0.8048780487804879, 'recall': 0.7415730337078652, 'f1-score': 0.7719298245614036, 'support': 89.0}, 'B-per': {'precision': 0.9431818181818182, 'recall': 0.9540229885057471, 'f1-score': 0.9485714285714286, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6951219512195121, 'recall': 0.6627906976744186, 'f1-score': 0.6785714285714285, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9929543245869776, 'recall': 0.9947669465741755, 'f1-score': 0.9938598091069365, 'support': 8217.0}, 'accuracy': 0.9820151921358355, 'macro avg': {'precision': 0.8023614096913416, 'recall': 0.8174513853592107, 'f1-score': 0.8026727188988364, 'support': 8952.0}, 'weighted avg': {'precision': 0.9816476695357262, 'recall': 0.9820151921358355, 'f1-score': 0.9816198611593868, 'support': 8952.0}}
07/09/2023 14:24:25 xlmrb_bcms-60 xlmrb_bcms-60-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9817917783735478 0.773869112483889 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8035714285714286, 'recall': 0.9574468085106383, 'f1-score': 0.8737864077669905, 'support': 47.0}, 'B-misc': {'precision': 0.6867469879518072, 'recall': 0.6477272727272727, 'f1-score': 0.6666666666666667, 'support': 88.0}, 'B-org': {'precision': 0.8271604938271605, 'recall': 0.7528089887640449, 'f1-score': 0.7882352941176471, 'support': 89.0}, 'B-per': {'precision': 0.9408450704225352, 'recall': 0.9597701149425287, 'f1-score': 0.9502133712660028, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7727272727272727, 'recall': 0.5930232558139535, 'f1-score': 0.6710526315789475, 'support': 86.0}, 'I-org': {'precision': 0.8928571428571429, 'recall': 0.6756756756756757, 'f1-score': 0.7692307692307693, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9919893190921228, 'recall': 0.9946452476572959, 'f1-score': 0.9933155080213905, 'support': 8217.0}, 'accuracy': 0.9817917783735478, 'macro avg': {'precision': 0.776589771544947, 'recall': 0.7885018932718861, 'f1-score': 0.773869112483889, 'support': 8952.0}, 'weighted avg': {'precision': 0.9812182888658597, 'recall': 0.9817917783735478, 'f1-score': 0.9812460410249096, 'support': 8952.0}}
07/09/2023 14:28:49 xlmrb_bcms-60 xlmrb_bcms-60-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9831322609472744 0.8021890905999995 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7719298245614035, 'recall': 0.9361702127659575, 'f1-score': 0.8461538461538461, 'support': 47.0}, 'B-misc': {'precision': 0.7411764705882353, 'recall': 0.7159090909090909, 'f1-score': 0.7283236994219654, 'support': 88.0}, 'B-org': {'precision': 0.810126582278481, 'recall': 0.7191011235955056, 'f1-score': 0.761904761904762, 'support': 89.0}, 'B-per': {'precision': 0.9514285714285714, 'recall': 0.9568965517241379, 'f1-score': 0.9541547277936961, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7108433734939759, 'recall': 0.686046511627907, 'f1-score': 0.6982248520710059, 'support': 86.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.7027027027027027, 'f1-score': 0.7761194029850748, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.993920972644377, 'recall': 0.9948886454910552, 'f1-score': 0.9944045736528404, 'support': 8217.0}, 'accuracy': 0.9831322609472744, 'macro avg': {'precision': 0.7887268932249946, 'recall': 0.8319557976071259, 'f1-score': 0.8021890905999998, 'support': 8952.0}, 'weighted avg': {'precision': 0.9830485331604193, 'recall': 0.9831322609472744, 'f1-score': 0.9829610710465062, 'support': 8952.0}}
07/09/2023 14:33:11 xlmrb_bcms-60 xlmrb_bcms-60-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9817917783735478 0.7813522595759606 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.7288135593220338, 'recall': 0.9148936170212766, 'f1-score': 0.8113207547169811, 'support': 47.0}, 'B-misc': {'precision': 0.7625, 'recall': 0.6931818181818182, 'f1-score': 0.7261904761904763, 'support': 88.0}, 'B-org': {'precision': 0.7717391304347826, 'recall': 0.797752808988764, 'f1-score': 0.7845303867403315, 'support': 89.0}, 'B-per': {'precision': 0.9479768786127167, 'recall': 0.9425287356321839, 'f1-score': 0.9452449567723343, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7671232876712328, 'recall': 0.6511627906976745, 'f1-score': 0.7044025157232704, 'support': 86.0}, 'I-org': {'precision': 0.8378378378378378, 'recall': 0.8378378378378378, 'f1-score': 0.8378378378378378, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9928241303819022, 'recall': 0.9934282584884995, 'f1-score': 0.9931261025609831, 'support': 8217.0}, 'accuracy': 0.9817917783735478, 'macro avg': {'precision': 0.7656433871879554, 'recall': 0.8105295670769623, 'f1-score': 0.7813522595759606, 'support': 8952.0}, 'weighted avg': {'precision': 0.9817726954901237, 'recall': 0.9817917783735478, 'f1-score': 0.98164514295498, 'support': 8952.0}}
07/09/2023 14:38:02 xlmrb_bcms-72 xlmrb_bcms-72-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.980674709562109 0.8103942345220505 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.75, 'recall': 0.9574468085106383, 'f1-score': 0.8411214953271028, 'support': 47.0}, 'B-misc': {'precision': 0.6627906976744186, 'recall': 0.6477272727272727, 'f1-score': 0.6551724137931033, 'support': 88.0}, 'B-org': {'precision': 0.7613636363636364, 'recall': 0.7528089887640449, 'f1-score': 0.7570621468926553, 'support': 89.0}, 'B-per': {'precision': 0.9322033898305084, 'recall': 0.9482758620689655, 'f1-score': 0.94017094017094, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6835443037974683, 'recall': 0.627906976744186, 'f1-score': 0.6545454545454547, 'support': 86.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.5945945945945946, 'f1-score': 0.6984126984126985, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9939135727328059, 'recall': 0.9936716563222587, 'f1-score': 0.9937925998052581, 'support': 8217.0}, 'accuracy': 0.980674709562109, 'macro avg': {'precision': 0.7922826589409827, 'recall': 0.8493020395026079, 'f1-score': 0.8103942345220505, 'support': 8952.0}, 'weighted avg': {'precision': 0.9806670238080445, 'recall': 0.980674709562109, 'f1-score': 0.9804753172677556, 'support': 8952.0}}
07/09/2023 14:42:20 xlmrb_bcms-72 xlmrb_bcms-72-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9803395889186773 0.7999795326079049 {'B-deriv-per': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'B-loc': {'precision': 0.7719298245614035, 'recall': 0.9361702127659575, 'f1-score': 0.8461538461538461, 'support': 47.0}, 'B-misc': {'precision': 0.6588235294117647, 'recall': 0.6363636363636364, 'f1-score': 0.6473988439306358, 'support': 88.0}, 'B-org': {'precision': 0.7415730337078652, 'recall': 0.7415730337078652, 'f1-score': 0.7415730337078652, 'support': 89.0}, 'B-per': {'precision': 0.9405099150141643, 'recall': 0.9540229885057471, 'f1-score': 0.9472182596291012, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7236842105263158, 'recall': 0.6395348837209303, 'f1-score': 0.6790123456790124, 'support': 86.0}, 'I-org': {'precision': 0.88, 'recall': 0.5945945945945946, 'f1-score': 0.7096774193548386, 'support': 37.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.9117647058823529, 'f1-score': 0.9117647058823528, 'support': 34.0}, 'O': {'precision': 0.9928250030402529, 'recall': 0.9935499574053791, 'f1-score': 0.9931873479318735, 'support': 8217.0}, 'accuracy': 0.9803395889186773, 'macro avg': {'precision': 0.787111022214412, 'recall': 0.8407574012946464, 'f1-score': 0.799979532607905, 'support': 8952.0}, 'weighted avg': {'precision': 0.9802440253412167, 'recall': 0.9803395889186773, 'f1-score': 0.980073422269684, 'support': 8952.0}}
07/09/2023 14:46:40 xlmrb_bcms-72 xlmrb_bcms-72-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9808981233243967 0.8081325835696787 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8181818181818182, 'recall': 0.9574468085106383, 'f1-score': 0.8823529411764706, 'support': 47.0}, 'B-misc': {'precision': 0.7088607594936709, 'recall': 0.6363636363636364, 'f1-score': 0.6706586826347305, 'support': 88.0}, 'B-org': {'precision': 0.8192771084337349, 'recall': 0.7640449438202247, 'f1-score': 0.7906976744186045, 'support': 89.0}, 'B-per': {'precision': 0.9348441926345609, 'recall': 0.9482758620689655, 'f1-score': 0.9415121255349499, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7222222222222222, 'recall': 0.6046511627906976, 'f1-score': 0.6582278481012659, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9913845407110787, 'recall': 0.9942801509066569, 'f1-score': 0.9928302345363956, 'support': 8217.0}, 'accuracy': 0.9808981233243967, 'macro avg': {'precision': 0.801262778453423, 'recall': 0.8443218367322505, 'f1-score': 0.8081325835696787, 'support': 8952.0}, 'weighted avg': {'precision': 0.9802754422440355, 'recall': 0.9808981233243967, 'f1-score': 0.9803058139081035, 'support': 8952.0}}
07/09/2023 14:51:32 xlmrb_bcms-84 xlmrb_bcms-84-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9819034852546917 0.7807847018735761 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8113207547169812, 'recall': 0.9148936170212766, 'f1-score': 0.8600000000000001, 'support': 47.0}, 'B-misc': {'precision': 0.6867469879518072, 'recall': 0.6477272727272727, 'f1-score': 0.6666666666666667, 'support': 88.0}, 'B-org': {'precision': 0.7790697674418605, 'recall': 0.7528089887640449, 'f1-score': 0.7657142857142858, 'support': 89.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9568965517241379, 'f1-score': 0.9527896995708154, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.691358024691358, 'recall': 0.6511627906976745, 'f1-score': 0.6706586826347306, 'support': 86.0}, 'I-org': {'precision': 0.8387096774193549, 'recall': 0.7027027027027027, 'f1-score': 0.7647058823529411, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9935554474708171, 'recall': 0.9944018498235365, 'f1-score': 0.9939784684629888, 'support': 8217.0}, 'accuracy': 0.9819034852546917, 'macro avg': {'precision': 0.7749478608410129, 'recall': 0.7924515342088096, 'f1-score': 0.7807847018735761, 'support': 8952.0}, 'weighted avg': {'precision': 0.9815692239264939, 'recall': 0.9819034852546917, 'f1-score': 0.9816718570920999, 'support': 8952.0}}
07/09/2023 14:55:53 xlmrb_bcms-84 xlmrb_bcms-84-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9813449508489723 0.766408021311534 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.7857142857142857, 'recall': 0.9361702127659575, 'f1-score': 0.854368932038835, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.6363636363636364, 'f1-score': 0.6511627906976744, 'support': 88.0}, 'B-org': {'precision': 0.8311688311688312, 'recall': 0.7191011235955056, 'f1-score': 0.7710843373493976, 'support': 89.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9568965517241379, 'f1-score': 0.9527896995708154, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7037037037037037, 'recall': 0.6627906976744186, 'f1-score': 0.6826347305389222, 'support': 86.0}, 'I-org': {'precision': 0.8518518518518519, 'recall': 0.6216216216216216, 'f1-score': 0.7187499999999999, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9924693307421353, 'recall': 0.9944018498235365, 'f1-score': 0.9934346504559269, 'support': 8217.0}, 'accuracy': 0.9813449508489723, 'macro avg': {'precision': 0.7656483094755899, 'recall': 0.7831267262196265, 'f1-score': 0.7664080213115338, 'support': 8952.0}, 'weighted avg': {'precision': 0.9809805385193716, 'recall': 0.9813449508489723, 'f1-score': 0.9809852084020437, 'support': 8952.0}}
07/09/2023 15:00:17 xlmrb_bcms-84 xlmrb_bcms-84-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9816800714924039 0.7978405770749981 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8148148148148148, 'recall': 0.9361702127659575, 'f1-score': 0.8712871287128713, 'support': 47.0}, 'B-misc': {'precision': 0.7571428571428571, 'recall': 0.6022727272727273, 'f1-score': 0.6708860759493671, 'support': 88.0}, 'B-org': {'precision': 0.7888888888888889, 'recall': 0.797752808988764, 'f1-score': 0.7932960893854749, 'support': 89.0}, 'B-per': {'precision': 0.9455587392550143, 'recall': 0.9482758620689655, 'f1-score': 0.9469153515064562, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7323943661971831, 'recall': 0.6046511627906976, 'f1-score': 0.6624203821656051, 'support': 86.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.7027027027027027, 'f1-score': 0.7761194029850748, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9916292611913139, 'recall': 0.9947669465741755, 'f1-score': 0.9931956257594169, 'support': 8217.0}, 'accuracy': 0.9816800714924039, 'macro avg': {'precision': 0.7913762260823405, 'recall': 0.8223847325124775, 'f1-score': 0.7978405770749981, 'support': 8952.0}, 'weighted avg': {'precision': 0.9810017100236864, 'recall': 0.9816800714924039, 'f1-score': 0.9811117985060155, 'support': 8952.0}}
07/09/2023 15:05:12 xlmrb_bcms-96 xlmrb_bcms-96-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9807864164432529 0.7937564624821353 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7627118644067796, 'recall': 0.9574468085106383, 'f1-score': 0.8490566037735849, 'support': 47.0}, 'B-misc': {'precision': 0.6973684210526315, 'recall': 0.6022727272727273, 'f1-score': 0.6463414634146342, 'support': 88.0}, 'B-org': {'precision': 0.75, 'recall': 0.7415730337078652, 'f1-score': 0.7457627118644068, 'support': 89.0}, 'B-per': {'precision': 0.9488636363636364, 'recall': 0.9597701149425287, 'f1-score': 0.9542857142857143, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.691358024691358, 'recall': 0.6511627906976745, 'f1-score': 0.6706586826347306, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.9411764705882353, 'f1-score': 0.9142857142857143, 'support': 34.0}, 'O': {'precision': 0.9930665369176499, 'recall': 0.9935499574053791, 'f1-score': 0.9933081883440809, 'support': 8217.0}, 'accuracy': 0.9807864164432529, 'macro avg': {'precision': 0.778870898522417, 'recall': 0.8189294245467391, 'f1-score': 0.7937564624821354, 'support': 8952.0}, 'weighted avg': {'precision': 0.9805033378026948, 'recall': 0.9807864164432529, 'f1-score': 0.9805088650960093, 'support': 8952.0}}
07/09/2023 15:09:38 xlmrb_bcms-96 xlmrb_bcms-96-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9824620196604111 0.8095630083370221 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7627118644067796, 'recall': 0.9574468085106383, 'f1-score': 0.8490566037735849, 'support': 47.0}, 'B-misc': {'precision': 0.7432432432432432, 'recall': 0.625, 'f1-score': 0.6790123456790123, 'support': 88.0}, 'B-org': {'precision': 0.7816091954022989, 'recall': 0.7640449438202247, 'f1-score': 0.7727272727272727, 'support': 89.0}, 'B-per': {'precision': 0.9458689458689459, 'recall': 0.9540229885057471, 'f1-score': 0.9499284692417739, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8028169014084507, 'recall': 0.6627906976744186, 'f1-score': 0.7261146496815286, 'support': 86.0}, 'I-org': {'precision': 0.8125, 'recall': 0.7027027027027027, 'f1-score': 0.7536231884057971, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927131406363857, 'recall': 0.9947669465741755, 'f1-score': 0.9937389824326789, 'support': 8217.0}, 'accuracy': 0.9824620196604111, 'macro avg': {'precision': 0.8008129957632771, 'recall': 0.8298029989748692, 'f1-score': 0.8095630083370221, 'support': 8952.0}, 'weighted avg': {'precision': 0.9820290182509714, 'recall': 0.9824620196604111, 'f1-score': 0.9820411723639167, 'support': 8952.0}}
07/09/2023 15:14:04 xlmrb_bcms-96 xlmrb_bcms-96-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.978887399463807 0.7740186401775053 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8035714285714286, 'recall': 0.9574468085106383, 'f1-score': 0.8737864077669905, 'support': 47.0}, 'B-misc': {'precision': 0.675, 'recall': 0.6136363636363636, 'f1-score': 0.6428571428571429, 'support': 88.0}, 'B-org': {'precision': 0.7558139534883721, 'recall': 0.7303370786516854, 'f1-score': 0.7428571428571429, 'support': 89.0}, 'B-per': {'precision': 0.9505813953488372, 'recall': 0.9396551724137931, 'f1-score': 0.9450867052023122, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6410256410256411, 'recall': 0.5813953488372093, 'f1-score': 0.6097560975609757, 'support': 86.0}, 'I-org': {'precision': 0.7741935483870968, 'recall': 0.6486486486486487, 'f1-score': 0.7058823529411764, 'support': 37.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.8529411764705882, 'f1-score': 0.90625, 'support': 34.0}, 'O': {'precision': 0.9910172371934935, 'recall': 0.9935499574053791, 'f1-score': 0.9922819811607414, 'support': 8217.0}, 'accuracy': 0.978887399463807, 'macro avg': {'precision': 0.7657869870681536, 'recall': 0.7984277221240972, 'f1-score': 0.7740186401775053, 'support': 8952.0}, 'weighted avg': {'precision': 0.9783697828070652, 'recall': 0.978887399463807, 'f1-score': 0.9785029429426199, 'support': 8952.0}}
07/09/2023 15:18:37 xlmrb_bcms-12 xlmrb_bcms-12-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9858583643937733 0.7601695553408173 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.851063829787234, 'recall': 0.851063829787234, 'f1-score': 0.8510638297872339, 'support': 47.0}, 'B-misc': {'precision': 0.5555555555555556, 'recall': 0.5714285714285714, 'f1-score': 0.5633802816901409, 'support': 35.0}, 'B-org': {'precision': 0.8813559322033898, 'recall': 0.7222222222222222, 'f1-score': 0.7938931297709924, 'support': 72.0}, 'B-per': {'precision': 0.9238578680203046, 'recall': 0.900990099009901, 'f1-score': 0.9122807017543859, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.6153846153846154, 'recall': 0.25, 'f1-score': 0.35555555555555557, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.99162363740677, 'recall': 0.9978062579378825, 'f1-score': 0.9947053406998159, 'support': 8661.0}, 'accuracy': 0.9858583643937733, 'macro avg': {'precision': 0.8237749001383079, 'recall': 0.7265585448470916, 'f1-score': 0.7601695553408171, 'support': 9122.0}, 'weighted avg': {'precision': 0.9847688873596647, 'recall': 0.9858583643937733, 'f1-score': 0.9847917938821855, 'support': 9122.0}}
07/09/2023 15:22:36 xlmrb_bcms-12 xlmrb_bcms-12-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9857487393115545 0.7700032358157224 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8666666666666667, 'recall': 0.8297872340425532, 'f1-score': 0.8478260869565217, 'support': 47.0}, 'B-misc': {'precision': 0.5526315789473685, 'recall': 0.6, 'f1-score': 0.5753424657534247, 'support': 35.0}, 'B-org': {'precision': 0.8688524590163934, 'recall': 0.7361111111111112, 'f1-score': 0.7969924812030076, 'support': 72.0}, 'B-per': {'precision': 0.9203980099502488, 'recall': 0.9158415841584159, 'f1-score': 0.9181141439205955, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.5384615384615384, 'recall': 0.21875, 'f1-score': 0.3111111111111111, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9917326903203583, 'recall': 0.99722895739522, 'f1-score': 0.9944732297063904, 'support': 8661.0}, 'accuracy': 0.9857487393115545, 'macro avg': {'precision': 0.8309598558335836, 'recall': 0.7332293354792406, 'f1-score': 0.7700032358157223, 'support': 9122.0}, 'weighted avg': {'precision': 0.9846063592932406, 'recall': 0.9857487393115545, 'f1-score': 0.9847339055737047, 'support': 9122.0}}
07/09/2023 15:26:37 xlmrb_bcms-12 xlmrb_bcms-12-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9859679894759921 0.7653793751558451 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.6428571428571429, 'recall': 0.5142857142857142, 'f1-score': 0.5714285714285714, 'support': 35.0}, 'B-org': {'precision': 0.8524590163934426, 'recall': 0.7222222222222222, 'f1-score': 0.7819548872180451, 'support': 72.0}, 'B-per': {'precision': 0.9238578680203046, 'recall': 0.900990099009901, 'f1-score': 0.9122807017543859, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.6363636363636364, 'recall': 0.21875, 'f1-score': 0.3255813953488372, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.990945558739255, 'recall': 0.9982680983720125, 'f1-score': 0.9945933509720466, 'support': 8661.0}, 'accuracy': 0.9859679894759921, 'macro avg': {'precision': 0.8477813145647438, 'recall': 0.7177654431762189, 'f1-score': 0.7653793751558451, 'support': 9122.0}, 'weighted avg': {'precision': 0.9844948438411112, 'recall': 0.9859679894759921, 'f1-score': 0.9846147128151638, 'support': 9122.0}}
07/09/2023 15:31:06 xlmrb_bcms-24 xlmrb_bcms-24-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7839057362921376 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.926829268292683, 'recall': 0.8085106382978723, 'f1-score': 0.8636363636363636, 'support': 47.0}, 'B-misc': {'precision': 0.6176470588235294, 'recall': 0.6, 'f1-score': 0.608695652173913, 'support': 35.0}, 'B-org': {'precision': 0.890625, 'recall': 0.7916666666666666, 'f1-score': 0.8382352941176471, 'support': 72.0}, 'B-per': {'precision': 0.9203980099502488, 'recall': 0.9158415841584159, 'f1-score': 0.9181141439205955, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5384615384615384, 'recall': 0.21875, 'f1-score': 0.3111111111111111, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9920798898071626, 'recall': 0.9979217180464149, 'f1-score': 0.9949922293213607, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8501102174514219, 'recall': 0.7429765075254476, 'f1-score': 0.7839057362921376, 'support': 9122.0}, 'weighted avg': {'precision': 0.9855725691062183, 'recall': 0.9868449901337426, 'f1-score': 0.9857893862658165, 'support': 9122.0}}
07/09/2023 15:35:06 xlmrb_bcms-24 xlmrb_bcms-24-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986625739969305 0.7796542942837222 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8863636363636364, 'recall': 0.8297872340425532, 'f1-score': 0.8571428571428571, 'support': 47.0}, 'B-misc': {'precision': 0.6451612903225806, 'recall': 0.5714285714285714, 'f1-score': 0.606060606060606, 'support': 35.0}, 'B-org': {'precision': 0.896551724137931, 'recall': 0.7222222222222222, 'f1-score': 0.7999999999999999, 'support': 72.0}, 'B-per': {'precision': 0.9253731343283582, 'recall': 0.9207920792079208, 'f1-score': 0.9230769230769231, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5384615384615384, 'recall': 0.21875, 'f1-score': 0.3111111111111111, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.991626519844001, 'recall': 0.99815263826348, 'f1-score': 0.9948788768053398, 'support': 8661.0}, 'accuracy': 0.986625739969305, 'macro avg': {'precision': 0.8498599252637102, 'recall': 0.7358207213249853, 'f1-score': 0.779654294283722, 'support': 9122.0}, 'weighted avg': {'precision': 0.9851961358035619, 'recall': 0.986625739969305, 'f1-score': 0.9854463006105533, 'support': 9122.0}}
07/09/2023 15:39:10 xlmrb_bcms-24 xlmrb_bcms-24-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7929727142577263 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.6923076923076923, 'recall': 0.5142857142857142, 'f1-score': 0.5901639344262295, 'support': 35.0}, 'B-org': {'precision': 0.9180327868852459, 'recall': 0.7777777777777778, 'f1-score': 0.8421052631578947, 'support': 72.0}, 'B-per': {'precision': 0.9253731343283582, 'recall': 0.9207920792079208, 'f1-score': 0.9230769230769231, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.5555555555555556, 'recall': 0.15625, 'f1-score': 0.24390243902439024, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9909434827467615, 'recall': 0.9980371781549474, 'f1-score': 0.9944776806258628, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8669153488764451, 'recall': 0.7545334238788063, 'f1-score': 0.7929727142577263, 'support': 9122.0}, 'weighted avg': {'precision': 0.9851847543170201, 'recall': 0.9868449901337426, 'f1-score': 0.9853878371695447, 'support': 9122.0}}
07/09/2023 15:43:49 xlmrb_bcms-36 xlmrb_bcms-36-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9875027406270555 0.7876936535758803 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.7241379310344828, 'recall': 0.6, 'f1-score': 0.65625, 'support': 35.0}, 'B-org': {'precision': 0.9166666666666666, 'recall': 0.7638888888888888, 'f1-score': 0.8333333333333334, 'support': 72.0}, 'B-per': {'precision': 0.9489795918367347, 'recall': 0.9207920792079208, 'f1-score': 0.934673366834171, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.7777777777777778, 'recall': 0.21875, 'f1-score': 0.34146341463414637, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9909465963786386, 'recall': 0.9983835584805449, 'f1-score': 0.9946511761661011, 'support': 8661.0}, 'accuracy': 0.9875027406270555, 'macro avg': {'precision': 0.8660945981349111, 'recall': 0.7617506015939056, 'f1-score': 0.7876936535758804, 'support': 9122.0}, 'weighted avg': {'precision': 0.986590728337128, 'recall': 0.9875027406270555, 'f1-score': 0.986190022453624, 'support': 9122.0}}
07/09/2023 15:47:54 xlmrb_bcms-36 xlmrb_bcms-36-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9867353650515238 0.7753378487287175 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.9090909090909091, 'recall': 0.851063829787234, 'f1-score': 0.8791208791208791, 'support': 47.0}, 'B-misc': {'precision': 0.6451612903225806, 'recall': 0.5714285714285714, 'f1-score': 0.606060606060606, 'support': 35.0}, 'B-org': {'precision': 0.9464285714285714, 'recall': 0.7361111111111112, 'f1-score': 0.828125, 'support': 72.0}, 'B-per': {'precision': 0.9211822660098522, 'recall': 0.9257425742574258, 'f1-score': 0.9234567901234567, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.5, 'recall': 0.21875, 'f1-score': 0.30434782608695654, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 1.0, 'recall': 0.6382978723404256, 'f1-score': 0.7792207792207793, 'support': 47.0}, 'O': {'precision': 0.9912854030501089, 'recall': 0.99815263826348, 'f1-score': 0.9947071683350593, 'support': 8661.0}, 'accuracy': 0.9867353650515238, 'macro avg': {'precision': 0.8363148439902022, 'recall': 0.7502046597188248, 'f1-score': 0.7753378487287176, 'support': 9122.0}, 'weighted avg': {'precision': 0.9855462035279987, 'recall': 0.9867353650515238, 'f1-score': 0.9855284698442428, 'support': 9122.0}}
07/09/2023 15:52:00 xlmrb_bcms-36 xlmrb_bcms-36-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986077614558211 0.7419059277722669 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.8541666666666666, 'recall': 0.8723404255319149, 'f1-score': 0.8631578947368421, 'support': 47.0}, 'B-misc': {'precision': 0.6296296296296297, 'recall': 0.4857142857142857, 'f1-score': 0.5483870967741936, 'support': 35.0}, 'B-org': {'precision': 0.8852459016393442, 'recall': 0.75, 'f1-score': 0.8120300751879699, 'support': 72.0}, 'B-per': {'precision': 0.9207920792079208, 'recall': 0.9207920792079208, 'f1-score': 0.9207920792079208, 'support': 202.0}, 'I-loc': {'precision': 0.6, 'recall': 0.75, 'f1-score': 0.6666666666666665, 'support': 4.0}, 'I-misc': {'precision': 0.7777777777777778, 'recall': 0.21875, 'f1-score': 0.34146341463414637, 'support': 32.0}, 'I-org': {'precision': 0.8888888888888888, 'recall': 0.5, 'f1-score': 0.64, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9910550458715597, 'recall': 0.9978062579378825, 'f1-score': 0.9944191933720731, 'support': 8661.0}, 'accuracy': 0.986077614558211, 'macro avg': {'precision': 0.8236949929075728, 'recall': 0.715497751647711, 'f1-score': 0.7419059277722669, 'support': 9122.0}, 'weighted avg': {'precision': 0.9850483396014698, 'recall': 0.986077614558211, 'f1-score': 0.9846847316078277, 'support': 9122.0}}
07/09/2023 15:56:39 xlmrb_bcms-48 xlmrb_bcms-48-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9867353650515238 0.776045137403246 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8888888888888888, 'recall': 0.851063829787234, 'f1-score': 0.8695652173913044, 'support': 47.0}, 'B-misc': {'precision': 0.5853658536585366, 'recall': 0.6857142857142857, 'f1-score': 0.6315789473684211, 'support': 35.0}, 'B-org': {'precision': 0.9122807017543859, 'recall': 0.7222222222222222, 'f1-score': 0.8062015503875969, 'support': 72.0}, 'B-per': {'precision': 0.9444444444444444, 'recall': 0.9257425742574258, 'f1-score': 0.9349999999999999, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.47619047619047616, 'recall': 0.3125, 'f1-score': 0.37735849056603776, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9924172794117647, 'recall': 0.9973444175037525, 'f1-score': 0.9948747480564354, 'support': 8661.0}, 'accuracy': 0.9867353650515238, 'macro avg': {'precision': 0.8221016215777068, 'recall': 0.7487938393314708, 'f1-score': 0.7760451374032461, 'support': 9122.0}, 'weighted avg': {'precision': 0.98605634826766, 'recall': 0.9867353650515238, 'f1-score': 0.9860639460713381, 'support': 9122.0}}
07/09/2023 16:00:41 xlmrb_bcms-48 xlmrb_bcms-48-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9861872396404298 0.764705227450125 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8409090909090909, 'recall': 0.7872340425531915, 'f1-score': 0.8131868131868133, 'support': 47.0}, 'B-misc': {'precision': 0.6388888888888888, 'recall': 0.6571428571428571, 'f1-score': 0.647887323943662, 'support': 35.0}, 'B-org': {'precision': 0.8833333333333333, 'recall': 0.7361111111111112, 'f1-score': 0.803030303030303, 'support': 72.0}, 'B-per': {'precision': 0.9333333333333333, 'recall': 0.900990099009901, 'f1-score': 0.9168765743073047, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.6363636363636364, 'recall': 0.21875, 'f1-score': 0.3255813953488372, 'support': 32.0}, 'I-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 16.0}, 'I-per': {'precision': 0.8857142857142857, 'recall': 0.6595744680851063, 'f1-score': 0.7560975609756098, 'support': 47.0}, 'O': {'precision': 0.991397109428768, 'recall': 0.9979217180464149, 'f1-score': 0.9946487139651303, 'support': 8661.0}, 'accuracy': 0.9861872396404298, 'macro avg': {'precision': 0.8524225392257051, 'recall': 0.7207724295948582, 'f1-score': 0.7647052274501249, 'support': 9122.0}, 'weighted avg': {'precision': 0.9850204875168913, 'recall': 0.9861872396404298, 'f1-score': 0.98504011360011, 'support': 9122.0}}
07/09/2023 16:04:47 xlmrb_bcms-48 xlmrb_bcms-48-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9849813637360229 0.7751056114743601 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8, 'recall': 0.7659574468085106, 'f1-score': 0.7826086956521738, 'support': 47.0}, 'B-misc': {'precision': 0.6333333333333333, 'recall': 0.5428571428571428, 'f1-score': 0.5846153846153846, 'support': 35.0}, 'B-org': {'precision': 0.9090909090909091, 'recall': 0.6944444444444444, 'f1-score': 0.7874015748031497, 'support': 72.0}, 'B-per': {'precision': 0.9054726368159204, 'recall': 0.900990099009901, 'f1-score': 0.903225806451613, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.75, 'recall': 0.1875, 'f1-score': 0.3, 'support': 32.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8125, 'f1-score': 0.8387096774193549, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9902556459933509, 'recall': 0.9973444175037525, 'f1-score': 0.9937873907040957, 'support': 8661.0}, 'accuracy': 0.9849813637360229, 'macro avg': {'precision': 0.8626247763328753, 'recall': 0.7332444614453538, 'f1-score': 0.7751056114743601, 'support': 9122.0}, 'weighted avg': {'precision': 0.9838535175495937, 'recall': 0.9849813637360229, 'f1-score': 0.983583707407304, 'support': 9122.0}}
07/09/2023 16:09:26 xlmrb_bcms-60 xlmrb_bcms-60-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9873931155448367 0.8033897193354489 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8913043478260869, 'recall': 0.8723404255319149, 'f1-score': 0.8817204301075269, 'support': 47.0}, 'B-misc': {'precision': 0.65625, 'recall': 0.6, 'f1-score': 0.626865671641791, 'support': 35.0}, 'B-org': {'precision': 0.873015873015873, 'recall': 0.7638888888888888, 'f1-score': 0.8148148148148149, 'support': 72.0}, 'B-per': {'precision': 0.9130434782608695, 'recall': 0.9356435643564357, 'f1-score': 0.9242053789731051, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.7058823529411765, 'recall': 0.375, 'f1-score': 0.48979591836734687, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9927594529364441, 'recall': 0.9973444175037525, 'f1-score': 0.9950466536113352, 'support': 8661.0}, 'accuracy': 0.9873931155448367, 'macro avg': {'precision': 0.871277498549993, 'recall': 0.760006836011078, 'f1-score': 0.8033897193354489, 'support': 9122.0}, 'weighted avg': {'precision': 0.9865917098498207, 'recall': 0.9873931155448367, 'f1-score': 0.9866270181873967, 'support': 9122.0}}
07/09/2023 16:13:33 xlmrb_bcms-60 xlmrb_bcms-60-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986625739969305 0.7999462065776782 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8863636363636364, 'recall': 0.8297872340425532, 'f1-score': 0.8571428571428571, 'support': 47.0}, 'B-misc': {'precision': 0.5897435897435898, 'recall': 0.6571428571428571, 'f1-score': 0.6216216216216216, 'support': 35.0}, 'B-org': {'precision': 0.9259259259259259, 'recall': 0.6944444444444444, 'f1-score': 0.7936507936507936, 'support': 72.0}, 'B-per': {'precision': 0.9211822660098522, 'recall': 0.9257425742574258, 'f1-score': 0.9234567901234567, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5714285714285714, 'recall': 0.375, 'f1-score': 0.4528301886792453, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9921883974727168, 'recall': 0.99722895739522, 'f1-score': 0.9947022918346194, 'support': 8661.0}, 'accuracy': 0.986625739969305, 'macro avg': {'precision': 0.8601818381342052, 'recall': 0.7597697131112288, 'f1-score': 0.7999462065776783, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860469023980332, 'recall': 0.986625739969305, 'f1-score': 0.985968535344797, 'support': 9122.0}}
07/09/2023 16:17:41 xlmrb_bcms-60 xlmrb_bcms-60-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9869546152159614 0.802865139703675 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8888888888888888, 'recall': 0.851063829787234, 'f1-score': 0.8695652173913044, 'support': 47.0}, 'B-misc': {'precision': 0.575, 'recall': 0.6571428571428571, 'f1-score': 0.6133333333333333, 'support': 35.0}, 'B-org': {'precision': 0.8983050847457628, 'recall': 0.7361111111111112, 'f1-score': 0.8091603053435116, 'support': 72.0}, 'B-per': {'precision': 0.935, 'recall': 0.9257425742574258, 'f1-score': 0.9303482587064678, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.55, 'recall': 0.34375, 'f1-score': 0.42307692307692313, 'support': 32.0}, 'I-org': {'precision': 0.9230769230769231, 'recall': 0.75, 'f1-score': 0.8275862068965517, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9926436781609196, 'recall': 0.9971134972866874, 'f1-score': 0.99487356719083, 'support': 8661.0}, 'accuracy': 0.9869546152159614, 'macro avg': {'precision': 0.8534343146301065, 'recall': 0.7691774933415102, 'f1-score': 0.8028651397036752, 'support': 9122.0}, 'weighted avg': {'precision': 0.9863211090676072, 'recall': 0.9869546152159614, 'f1-score': 0.9863578040136356, 'support': 9122.0}}
07/09/2023 16:04:14 xlmrl_bcms-6 xlmrl_bcms-6-0 datasets/hr500k.conllup_extracted.json 0.9909747997655792 0.9222973596882212 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9556714471968709, 'recall': 0.9581699346405229, 'f1-score': 0.9569190600522193, 'support': 765.0}, 'B-misc': {'precision': 0.848314606741573, 'recall': 0.8628571428571429, 'f1-score': 0.8555240793201133, 'support': 350.0}, 'B-org': {'precision': 0.9224489795918367, 'recall': 0.9088471849865952, 'f1-score': 0.9155975692099934, 'support': 746.0}, 'B-per': {'precision': 0.9658605974395448, 'recall': 0.9812138728323699, 'f1-score': 0.9734767025089606, 'support': 692.0}, 'I-loc': {'precision': 0.9154929577464789, 'recall': 0.7878787878787878, 'f1-score': 0.8469055374592833, 'support': 165.0}, 'I-misc': {'precision': 0.8824701195219123, 'recall': 0.8703339882121808, 'f1-score': 0.8763600395647874, 'support': 509.0}, 'I-org': {'precision': 0.8795811518324608, 'recall': 0.9048473967684022, 'f1-score': 0.8920353982300885, 'support': 557.0}, 'I-per': {'precision': 0.9667405764966741, 'recall': 0.9886621315192744, 'f1-score': 0.977578475336323, 'support': 441.0}, 'O': {'precision': 0.9970805097387376, 'recall': 0.9970592622584014, 'f1-score': 0.997069885885374, 'support': 46927.0}, 'accuracy': 0.9909747997655792, 'macro avg': {'precision': 0.9305089517734659, 'recall': 0.9154606544058941, 'f1-score': 0.9222973596882211, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909733450393318, 'recall': 0.9909747997655792, 'f1-score': 0.9909520700711565, 'support': 51190.0}}
07/09/2023 16:26:19 xlmrl_bcms-12 xlmrl_bcms-12-0 datasets/hr500k.conllup_extracted.json 0.9911896854854464 0.9246731952222722 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9607843137254902, 'recall': 0.9607843137254902, 'f1-score': 0.9607843137254902, 'support': 765.0}, 'B-misc': {'precision': 0.869942196531792, 'recall': 0.86, 'f1-score': 0.8649425287356322, 'support': 350.0}, 'B-org': {'precision': 0.905511811023622, 'recall': 0.9249329758713136, 'f1-score': 0.9151193633952255, 'support': 746.0}, 'B-per': {'precision': 0.9642346208869814, 'recall': 0.9739884393063584, 'f1-score': 0.9690869877785765, 'support': 692.0}, 'I-loc': {'precision': 0.9020979020979021, 'recall': 0.7818181818181819, 'f1-score': 0.8376623376623378, 'support': 165.0}, 'I-misc': {'precision': 0.895397489539749, 'recall': 0.8408644400785854, 'f1-score': 0.8672745694022289, 'support': 509.0}, 'I-org': {'precision': 0.8904347826086957, 'recall': 0.9192100538599641, 'f1-score': 0.9045936395759718, 'support': 557.0}, 'I-per': {'precision': 0.9797752808988764, 'recall': 0.9886621315192744, 'f1-score': 0.984198645598194, 'support': 441.0}, 'O': {'precision': 0.9969749259708997, 'recall': 0.9972723591961984, 'f1-score': 0.9971236204031193, 'support': 46927.0}, 'accuracy': 0.9911896854854464, 'macro avg': {'precision': 0.933737554550623, 'recall': 0.9168585526954315, 'f1-score': 0.9246731952222722, 'support': 51190.0}, 'weighted avg': {'precision': 0.9911483743261521, 'recall': 0.9911896854854464, 'f1-score': 0.9911414437934919, 'support': 51190.0}}
07/09/2023 16:48:27 xlmrl_bcms-18 xlmrl_bcms-18-0 datasets/hr500k.conllup_extracted.json 0.9904864231295175 0.9202965251948967 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9607843137254902, 'recall': 0.9607843137254902, 'f1-score': 0.9607843137254902, 'support': 765.0}, 'B-misc': {'precision': 0.8438356164383561, 'recall': 0.88, 'f1-score': 0.8615384615384615, 'support': 350.0}, 'B-org': {'precision': 0.9292517006802721, 'recall': 0.9155495978552279, 'f1-score': 0.9223497636731938, 'support': 746.0}, 'B-per': {'precision': 0.9601139601139601, 'recall': 0.9739884393063584, 'f1-score': 0.9670014347202297, 'support': 692.0}, 'I-loc': {'precision': 0.8951048951048951, 'recall': 0.7757575757575758, 'f1-score': 0.8311688311688312, 'support': 165.0}, 'I-misc': {'precision': 0.8439306358381503, 'recall': 0.8605108055009824, 'f1-score': 0.8521400778210116, 'support': 509.0}, 'I-org': {'precision': 0.8881118881118881, 'recall': 0.9120287253141831, 'f1-score': 0.8999114260407441, 'support': 557.0}, 'I-per': {'precision': 0.9648351648351648, 'recall': 0.9954648526077098, 'f1-score': 0.9799107142857143, 'support': 441.0}, 'O': {'precision': 0.9969508944753619, 'recall': 0.9963560423636713, 'f1-score': 0.9966533796602222, 'support': 46927.0}, 'accuracy': 0.9904864231295175, 'macro avg': {'precision': 0.9254347640752109, 'recall': 0.9165177194536461, 'f1-score': 0.9202965251948966, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905492407955443, 'recall': 0.9904864231295175, 'f1-score': 0.9904942416822178, 'support': 51190.0}}
07/09/2023 17:10:36 xlmrl_bcms-24 xlmrl_bcms-24-0 datasets/hr500k.conllup_extracted.json 0.9906231685876148 0.9208588238206046 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9525032092426188, 'recall': 0.9699346405228758, 'f1-score': 0.961139896373057, 'support': 765.0}, 'B-misc': {'precision': 0.8342245989304813, 'recall': 0.8914285714285715, 'f1-score': 0.861878453038674, 'support': 350.0}, 'B-org': {'precision': 0.9257221458046767, 'recall': 0.9021447721179625, 'f1-score': 0.9137813985064493, 'support': 746.0}, 'B-per': {'precision': 0.9549295774647887, 'recall': 0.9797687861271677, 'f1-score': 0.9671897289586305, 'support': 692.0}, 'I-loc': {'precision': 0.8866666666666667, 'recall': 0.806060606060606, 'f1-score': 0.8444444444444444, 'support': 165.0}, 'I-misc': {'precision': 0.8568627450980392, 'recall': 0.8585461689587426, 'f1-score': 0.8577036310107947, 'support': 509.0}, 'I-org': {'precision': 0.8816254416961131, 'recall': 0.895870736086176, 'f1-score': 0.8886910062333038, 'support': 557.0}, 'I-per': {'precision': 0.9798206278026906, 'recall': 0.9909297052154195, 'f1-score': 0.9853438556933483, 'support': 441.0}, 'O': {'precision': 0.9972703815068347, 'recall': 0.9965478296076885, 'f1-score': 0.9969089746322745, 'support': 46927.0}, 'accuracy': 0.9906231685876148, 'macro avg': {'precision': 0.9241053965641483, 'recall': 0.9185968658230473, 'f1-score': 0.9208588238206046, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906910419397995, 'recall': 0.9906231685876148, 'f1-score': 0.9906366950616793, 'support': 51190.0}}
07/09/2023 17:32:42 xlmrl_bcms-30 xlmrl_bcms-30-0 datasets/hr500k.conllup_extracted.json 0.9916194569251807 0.9317912389540887 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9622395833333334, 'recall': 0.9660130718954248, 'f1-score': 0.9641226353555121, 'support': 765.0}, 'B-misc': {'precision': 0.8725761772853186, 'recall': 0.9, 'f1-score': 0.8860759493670887, 'support': 350.0}, 'B-org': {'precision': 0.9237967914438503, 'recall': 0.9262734584450402, 'f1-score': 0.9250334672021419, 'support': 746.0}, 'B-per': {'precision': 0.9615931721194879, 'recall': 0.976878612716763, 'f1-score': 0.9691756272401434, 'support': 692.0}, 'I-loc': {'precision': 0.9375, 'recall': 0.8181818181818182, 'f1-score': 0.8737864077669902, 'support': 165.0}, 'I-misc': {'precision': 0.8777120315581854, 'recall': 0.8742632612966601, 'f1-score': 0.8759842519685039, 'support': 509.0}, 'I-org': {'precision': 0.8964285714285715, 'recall': 0.9012567324955116, 'f1-score': 0.8988361683079676, 'support': 557.0}, 'I-per': {'precision': 0.9840546697038725, 'recall': 0.9795918367346939, 'f1-score': 0.9818181818181818, 'support': 441.0}, 'O': {'precision': 0.9971656295285994, 'recall': 0.9971018816459607, 'f1-score': 0.9971337545684116, 'support': 46927.0}, 'accuracy': 0.9916194569251807, 'macro avg': {'precision': 0.9385288848623441, 'recall': 0.9260613304990819, 'f1-score': 0.9317912389540887, 'support': 51190.0}, 'weighted avg': {'precision': 0.9916340596570605, 'recall': 0.9916194569251807, 'f1-score': 0.9916106827690779, 'support': 51190.0}}
07/09/2023 17:54:50 xlmrl_bcms-36 xlmrl_bcms-36-0 datasets/hr500k.conllup_extracted.json 0.9915217815979683 0.9308268941605174 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9682959048877147, 'recall': 0.9581699346405229, 'f1-score': 0.9632063074901446, 'support': 765.0}, 'B-misc': {'precision': 0.8523676880222841, 'recall': 0.8742857142857143, 'f1-score': 0.8631875881523273, 'support': 350.0}, 'B-org': {'precision': 0.916, 'recall': 0.920911528150134, 'f1-score': 0.9184491978609626, 'support': 746.0}, 'B-per': {'precision': 0.9686609686609686, 'recall': 0.9826589595375722, 'f1-score': 0.9756097560975608, 'support': 692.0}, 'I-loc': {'precision': 0.9305555555555556, 'recall': 0.8121212121212121, 'f1-score': 0.8673139158576052, 'support': 165.0}, 'I-misc': {'precision': 0.884990253411306, 'recall': 0.8919449901768173, 'f1-score': 0.8884540117416829, 'support': 509.0}, 'I-org': {'precision': 0.882051282051282, 'recall': 0.926391382405745, 'f1-score': 0.9036777583187391, 'support': 557.0}, 'I-per': {'precision': 0.9776785714285714, 'recall': 0.9931972789115646, 'f1-score': 0.9853768278965128, 'support': 441.0}, 'O': {'precision': 0.9973771750255885, 'recall': 0.9967183071579261, 'f1-score': 0.9970476322436929, 'support': 46927.0}, 'accuracy': 0.9915217815979683, 'macro avg': {'precision': 0.9350199621265494, 'recall': 0.9277451938966156, 'f1-score': 0.9308268941605174, 'support': 51190.0}, 'weighted avg': {'precision': 0.9916008615937901, 'recall': 0.9915217815979683, 'f1-score': 0.9915390368964975, 'support': 51190.0}}
07/09/2023 18:17:10 xlmrl_bcms-42 xlmrl_bcms-42-0 datasets/hr500k.conllup_extracted.json 0.9907794491111546 0.9261036501280264 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9598445595854922, 'recall': 0.9686274509803922, 'f1-score': 0.9642160052049447, 'support': 765.0}, 'B-misc': {'precision': 0.8664772727272727, 'recall': 0.8714285714285714, 'f1-score': 0.868945868945869, 'support': 350.0}, 'B-org': {'precision': 0.9067017082785808, 'recall': 0.9249329758713136, 'f1-score': 0.9157266091572661, 'support': 746.0}, 'B-per': {'precision': 0.9626436781609196, 'recall': 0.9682080924855492, 'f1-score': 0.9654178674351586, 'support': 692.0}, 'I-loc': {'precision': 0.9183673469387755, 'recall': 0.8181818181818182, 'f1-score': 0.8653846153846154, 'support': 165.0}, 'I-misc': {'precision': 0.8688524590163934, 'recall': 0.8330058939096268, 'f1-score': 0.8505516549648947, 'support': 509.0}, 'I-org': {'precision': 0.8717948717948718, 'recall': 0.9156193895870736, 'f1-score': 0.893169877408056, 'support': 557.0}, 'I-per': {'precision': 0.9818181818181818, 'recall': 0.9795918367346939, 'f1-score': 0.9807037457434733, 'support': 441.0}, 'O': {'precision': 0.9970796384720327, 'recall': 0.9967609265454855, 'f1-score': 0.9969202570359872, 'support': 46927.0}, 'accuracy': 0.9907794491111546, 'macro avg': {'precision': 0.9306552689765493, 'recall': 0.9223725376777155, 'f1-score': 0.9261036501280264, 'support': 51190.0}, 'weighted avg': {'precision': 0.9908062956906913, 'recall': 0.9907794491111546, 'f1-score': 0.9907720187974568, 'support': 51190.0}}
07/09/2023 18:39:26 xlmrl_bcms-48 xlmrl_bcms-48-0 datasets/hr500k.conllup_extracted.json 0.9908575893729245 0.926890680532679 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9621903520208605, 'recall': 0.9647058823529412, 'f1-score': 0.9634464751958224, 'support': 765.0}, 'B-misc': {'precision': 0.8659217877094972, 'recall': 0.8857142857142857, 'f1-score': 0.8757062146892656, 'support': 350.0}, 'B-org': {'precision': 0.9014267185473411, 'recall': 0.9316353887399463, 'f1-score': 0.9162821357943308, 'support': 746.0}, 'B-per': {'precision': 0.9533898305084746, 'recall': 0.9754335260115607, 'f1-score': 0.9642857142857144, 'support': 692.0}, 'I-loc': {'precision': 0.9366197183098591, 'recall': 0.806060606060606, 'f1-score': 0.8664495114006514, 'support': 165.0}, 'I-misc': {'precision': 0.858252427184466, 'recall': 0.8683693516699411, 'f1-score': 0.86328125, 'support': 509.0}, 'I-org': {'precision': 0.8788927335640139, 'recall': 0.9120287253141831, 'f1-score': 0.8951541850220265, 'support': 557.0}, 'I-per': {'precision': 0.9819004524886877, 'recall': 0.9841269841269841, 'f1-score': 0.9830124575311437, 'support': 441.0}, 'O': {'precision': 0.9973973333333334, 'recall': 0.9962921132823321, 'f1-score': 0.9968444169633909, 'support': 46927.0}, 'accuracy': 0.9908575893729245, 'macro avg': {'precision': 0.9335991353666534, 'recall': 0.9219103705378042, 'f1-score': 0.926890680532679, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909782592728362, 'recall': 0.9908575893729245, 'f1-score': 0.9908899484360983, 'support': 51190.0}}
07/09/2023 19:01:41 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-0 datasets/hr500k.conllup_extracted.json 0.9903887478023051 0.9257838112349338 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9736842105263158, 'f1-score': 0.9866666666666666, 'support': 38.0}, 'B-loc': {'precision': 0.9559585492227979, 'recall': 0.9647058823529412, 'f1-score': 0.9603122966818477, 'support': 765.0}, 'B-misc': {'precision': 0.8402203856749312, 'recall': 0.8714285714285714, 'f1-score': 0.8555399719495091, 'support': 350.0}, 'B-org': {'precision': 0.9128065395095368, 'recall': 0.8981233243967829, 'f1-score': 0.9054054054054055, 'support': 746.0}, 'B-per': {'precision': 0.9559659090909091, 'recall': 0.9725433526011561, 'f1-score': 0.9641833810888252, 'support': 692.0}, 'I-loc': {'precision': 0.9178082191780822, 'recall': 0.8121212121212121, 'f1-score': 0.8617363344051447, 'support': 165.0}, 'I-misc': {'precision': 0.8617234468937875, 'recall': 0.8447937131630648, 'f1-score': 0.853174603174603, 'support': 509.0}, 'I-org': {'precision': 0.8892794376098418, 'recall': 0.9084380610412927, 'f1-score': 0.8987566607460035, 'support': 557.0}, 'I-per': {'precision': 0.9665924276169265, 'recall': 0.9841269841269841, 'f1-score': 0.9752808988764045, 'support': 441.0}, 'O': {'precision': 0.9968881215764008, 'recall': 0.9966756877703667, 'f1-score': 0.9967818933549294, 'support': 46927.0}, 'accuracy': 0.9903887478023051, 'macro avg': {'precision': 0.9297243036373214, 'recall': 0.9226640999528687, 'f1-score': 0.925783811234934, 'support': 51190.0}, 'weighted avg': {'precision': 0.9903982788021785, 'recall': 0.9903887478023051, 'f1-score': 0.9903762683477766, 'support': 51190.0}}
07/09/2023 19:23:56 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-0 datasets/hr500k.conllup_extracted.json 0.991131080289119 0.9263411603030128 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9596354166666666, 'recall': 0.9633986928104575, 'f1-score': 0.9615133724722766, 'support': 765.0}, 'B-misc': {'precision': 0.8571428571428571, 'recall': 0.8742857142857143, 'f1-score': 0.8656294200848657, 'support': 350.0}, 'B-org': {'precision': 0.9116465863453815, 'recall': 0.9128686327077749, 'f1-score': 0.912257200267917, 'support': 746.0}, 'B-per': {'precision': 0.9613733905579399, 'recall': 0.9710982658959537, 'f1-score': 0.9662113587347232, 'support': 692.0}, 'I-loc': {'precision': 0.9280575539568345, 'recall': 0.7818181818181819, 'f1-score': 0.8486842105263158, 'support': 165.0}, 'I-misc': {'precision': 0.8902195608782435, 'recall': 0.8762278978388998, 'f1-score': 0.8831683168316831, 'support': 509.0}, 'I-org': {'precision': 0.8842832469775475, 'recall': 0.9192100538599641, 'f1-score': 0.9014084507042254, 'support': 557.0}, 'I-per': {'precision': 0.9775784753363229, 'recall': 0.9886621315192744, 'f1-score': 0.9830890642615558, 'support': 441.0}, 'O': {'precision': 0.997080136402387, 'recall': 0.9969314040957231, 'f1-score': 0.9970057647021214, 'support': 46927.0}, 'accuracy': 0.991131080289119, 'macro avg': {'precision': 0.9367017224264179, 'recall': 0.9179237816937207, 'f1-score': 0.9263411603030128, 'support': 51190.0}, 'weighted avg': {'precision': 0.9911578144845533, 'recall': 0.991131080289119, 'f1-score': 0.9911166423142489, 'support': 51190.0}}
07/09/2023 19:46:16 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-0 datasets/hr500k.conllup_extracted.json 0.9905254932604024 0.9228661685302587 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9546044098573282, 'recall': 0.9620915032679739, 'f1-score': 0.9583333333333334, 'support': 765.0}, 'B-misc': {'precision': 0.8555555555555555, 'recall': 0.88, 'f1-score': 0.8676056338028169, 'support': 350.0}, 'B-org': {'precision': 0.9112582781456954, 'recall': 0.9222520107238605, 'f1-score': 0.9167221852098602, 'support': 746.0}, 'B-per': {'precision': 0.9612625538020086, 'recall': 0.9682080924855492, 'f1-score': 0.964722822174226, 'support': 692.0}, 'I-loc': {'precision': 0.8926174496644296, 'recall': 0.806060606060606, 'f1-score': 0.8471337579617835, 'support': 165.0}, 'I-misc': {'precision': 0.8630952380952381, 'recall': 0.8546168958742633, 'f1-score': 0.8588351431391905, 'support': 509.0}, 'I-org': {'precision': 0.8869257950530035, 'recall': 0.9012567324955116, 'f1-score': 0.8940338379341051, 'support': 557.0}, 'I-per': {'precision': 0.9730941704035875, 'recall': 0.9841269841269841, 'f1-score': 0.9785794813979707, 'support': 441.0}, 'O': {'precision': 0.9969726687417388, 'recall': 0.9965265199139088, 'f1-score': 0.9967495444033548, 'support': 46927.0}, 'accuracy': 0.9905254932604024, 'macro avg': {'precision': 0.9267608341540807, 'recall': 0.9196191976527605, 'f1-score': 0.9228661685302587, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905516625039776, 'recall': 0.9905254932604024, 'f1-score': 0.9905277649551012, 'support': 51190.0}}
07/09/2023 20:08:31 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-0 datasets/hr500k.conllup_extracted.json 0.9911115452236765 0.926965637808733 {'B-deriv-per': {'precision': 0.9473684210526315, 'recall': 0.9473684210526315, 'f1-score': 0.9473684210526315, 'support': 38.0}, 'B-loc': {'precision': 0.9595300261096605, 'recall': 0.9607843137254902, 'f1-score': 0.9601567602873939, 'support': 765.0}, 'B-misc': {'precision': 0.8728323699421965, 'recall': 0.8628571428571429, 'f1-score': 0.8678160919540231, 'support': 350.0}, 'B-org': {'precision': 0.9116094986807388, 'recall': 0.9262734584450402, 'f1-score': 0.9188829787234042, 'support': 746.0}, 'B-per': {'precision': 0.9711399711399712, 'recall': 0.9725433526011561, 'f1-score': 0.9718411552346571, 'support': 692.0}, 'I-loc': {'precision': 0.910958904109589, 'recall': 0.806060606060606, 'f1-score': 0.855305466237942, 'support': 165.0}, 'I-misc': {'precision': 0.9134199134199135, 'recall': 0.8290766208251473, 'f1-score': 0.8692070030895984, 'support': 509.0}, 'I-org': {'precision': 0.8730964467005076, 'recall': 0.926391382405745, 'f1-score': 0.8989547038327526, 'support': 557.0}, 'I-per': {'precision': 0.9712389380530974, 'recall': 0.9954648526077098, 'f1-score': 0.9832026875699887, 'support': 441.0}, 'O': {'precision': 0.996804295027483, 'recall': 0.9970379525646217, 'f1-score': 0.9969211101049379, 'support': 46927.0}, 'accuracy': 0.9911115452236765, 'macro avg': {'precision': 0.9327998784235788, 'recall': 0.9223858103145289, 'f1-score': 0.9269656378087328, 'support': 51190.0}, 'weighted avg': {'precision': 0.991102296265979, 'recall': 0.9911115452236765, 'f1-score': 0.9910653485251669, 'support': 51190.0}}
07/09/2023 20:30:48 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-0 datasets/hr500k.conllup_extracted.json 0.9910334049619066 0.9251974200992097 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9646133682830931, 'recall': 0.9620915032679739, 'f1-score': 0.9633507853403142, 'support': 765.0}, 'B-misc': {'precision': 0.8632478632478633, 'recall': 0.8657142857142858, 'f1-score': 0.8644793152639088, 'support': 350.0}, 'B-org': {'precision': 0.9140211640211641, 'recall': 0.9262734584450402, 'f1-score': 0.9201065246338216, 'support': 746.0}, 'B-per': {'precision': 0.9670487106017192, 'recall': 0.9754335260115607, 'f1-score': 0.9712230215827339, 'support': 692.0}, 'I-loc': {'precision': 0.920863309352518, 'recall': 0.7757575757575758, 'f1-score': 0.8421052631578947, 'support': 165.0}, 'I-misc': {'precision': 0.8806584362139918, 'recall': 0.8408644400785854, 'f1-score': 0.8603015075376884, 'support': 509.0}, 'I-org': {'precision': 0.875, 'recall': 0.9174147217235189, 'f1-score': 0.8957055214723927, 'support': 557.0}, 'I-per': {'precision': 0.9647577092511013, 'recall': 0.9931972789115646, 'f1-score': 0.9787709497206704, 'support': 441.0}, 'O': {'precision': 0.9970590742477197, 'recall': 0.9969953331770622, 'f1-score': 0.9970272026936314, 'support': 46927.0}, 'accuracy': 0.9910334049619066, 'macro avg': {'precision': 0.9347269635219171, 'recall': 0.9174794754666115, 'f1-score': 0.9251974200992098, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910362452050804, 'recall': 0.9910334049619066, 'f1-score': 0.9910009299951728, 'support': 51190.0}}
07/09/2023 20:53:04 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-0 datasets/hr500k.conllup_extracted.json 0.9913850361398711 0.928958961634988 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9698162729658792, 'recall': 0.9660130718954248, 'f1-score': 0.9679109364767519, 'support': 765.0}, 'B-misc': {'precision': 0.8767908309455588, 'recall': 0.8742857142857143, 'f1-score': 0.8755364806866953, 'support': 350.0}, 'B-org': {'precision': 0.9163346613545816, 'recall': 0.9249329758713136, 'f1-score': 0.9206137424949966, 'support': 746.0}, 'B-per': {'precision': 0.9644381223328592, 'recall': 0.9797687861271677, 'f1-score': 0.9720430107526882, 'support': 692.0}, 'I-loc': {'precision': 0.9420289855072463, 'recall': 0.7878787878787878, 'f1-score': 0.8580858085808581, 'support': 165.0}, 'I-misc': {'precision': 0.8907563025210085, 'recall': 0.8330058939096268, 'f1-score': 0.8609137055837565, 'support': 509.0}, 'I-org': {'precision': 0.8699324324324325, 'recall': 0.9245960502692998, 'f1-score': 0.896431679721497, 'support': 557.0}, 'I-per': {'precision': 0.9711111111111111, 'recall': 0.9909297052154195, 'f1-score': 0.9809203142536476, 'support': 441.0}, 'O': {'precision': 0.997102066908161, 'recall': 0.9971658107272998, 'f1-score': 0.997133937798992, 'support': 46927.0}, 'accuracy': 0.9913850361398711, 'macro avg': {'precision': 0.9371283759051812, 'recall': 0.9225945217232685, 'f1-score': 0.9289589616349883, 'support': 51190.0}, 'weighted avg': {'precision': 0.9913925932780564, 'recall': 0.9913850361398711, 'f1-score': 0.9913458309792769, 'support': 51190.0}}
07/09/2023 21:15:27 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-0 datasets/hr500k.conllup_extracted.json 0.9915999218597382 0.9302744886751929 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.9584954604409858, 'recall': 0.9660130718954248, 'f1-score': 0.9622395833333334, 'support': 765.0}, 'B-misc': {'precision': 0.867816091954023, 'recall': 0.8628571428571429, 'f1-score': 0.8653295128939829, 'support': 350.0}, 'B-org': {'precision': 0.9154557463672391, 'recall': 0.9289544235924933, 'f1-score': 0.9221556886227544, 'support': 746.0}, 'B-per': {'precision': 0.96987087517934, 'recall': 0.976878612716763, 'f1-score': 0.9733621310295176, 'support': 692.0}, 'I-loc': {'precision': 0.9166666666666666, 'recall': 0.8, 'f1-score': 0.854368932038835, 'support': 165.0}, 'I-misc': {'precision': 0.8859470468431772, 'recall': 0.8546168958742633, 'f1-score': 0.87, 'support': 509.0}, 'I-org': {'precision': 0.8933566433566433, 'recall': 0.9174147217235189, 'f1-score': 0.9052258635961028, 'support': 557.0}, 'I-per': {'precision': 0.9710467706013363, 'recall': 0.9886621315192744, 'f1-score': 0.9797752808988764, 'support': 441.0}, 'O': {'precision': 0.9973361747469366, 'recall': 0.9972936688899781, 'f1-score': 0.9973149213655542, 'support': 46927.0}, 'accuracy': 0.9915999218597382, 'macro avg': {'precision': 0.9375991476156347, 'recall': 0.9240059090121491, 'f1-score': 0.9302744886751929, 'support': 51190.0}, 'weighted avg': {'precision': 0.9915821114907762, 'recall': 0.9915999218597382, 'f1-score': 0.9915713267381924, 'support': 51190.0}}
07/09/2023 21:37:50 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-0 datasets/hr500k.conllup_extracted.json 0.9894901347919516 0.9167658319436685 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.952258064516129, 'recall': 0.9647058823529412, 'f1-score': 0.9584415584415584, 'support': 765.0}, 'B-misc': {'precision': 0.8575581395348837, 'recall': 0.8428571428571429, 'f1-score': 0.8501440922190201, 'support': 350.0}, 'B-org': {'precision': 0.9094594594594595, 'recall': 0.9021447721179625, 'f1-score': 0.9057873485868102, 'support': 746.0}, 'B-per': {'precision': 0.9615384615384616, 'recall': 0.9754335260115607, 'f1-score': 0.9684361549497847, 'support': 692.0}, 'I-loc': {'precision': 0.9357142857142857, 'recall': 0.793939393939394, 'f1-score': 0.859016393442623, 'support': 165.0}, 'I-misc': {'precision': 0.8574338085539714, 'recall': 0.8271119842829077, 'f1-score': 0.842, 'support': 509.0}, 'I-org': {'precision': 0.8605851979345955, 'recall': 0.8976660682226212, 'f1-score': 0.8787346221441125, 'support': 557.0}, 'I-per': {'precision': 0.9730337078651685, 'recall': 0.981859410430839, 'f1-score': 0.9774266365688489, 'support': 441.0}, 'O': {'precision': 0.9960585465624134, 'recall': 0.9962708035885525, 'f1-score': 0.9961646637688572, 'support': 46927.0}, 'accuracy': 0.9894901347919516, 'macro avg': {'precision': 0.9275068243107938, 'recall': 0.9076725825909187, 'f1-score': 0.9167658319436685, 'support': 51190.0}, 'weighted avg': {'precision': 0.9894647065187931, 'recall': 0.9894901347919516, 'f1-score': 0.9894484445964008, 'support': 51190.0}}
07/09/2023 21:51:01 xlmrl_bcms-6 xlmrl_bcms-6-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9830205540661304 0.834526518574638 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8, 'recall': 0.9361702127659575, 'f1-score': 0.8627450980392157, 'support': 47.0}, 'B-misc': {'precision': 0.75, 'recall': 0.6818181818181818, 'f1-score': 0.7142857142857143, 'support': 88.0}, 'B-org': {'precision': 0.8068181818181818, 'recall': 0.797752808988764, 'f1-score': 0.8022598870056498, 'support': 89.0}, 'B-per': {'precision': 0.9411764705882353, 'recall': 0.9655172413793104, 'f1-score': 0.9531914893617022, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8235294117647058, 'recall': 0.6511627906976745, 'f1-score': 0.7272727272727273, 'support': 86.0}, 'I-org': {'precision': 0.7575757575757576, 'recall': 0.6756756756756757, 'f1-score': 0.7142857142857142, 'support': 37.0}, 'I-per': {'precision': 0.9705882352941176, 'recall': 0.9705882352941176, 'f1-score': 0.9705882352941176, 'support': 34.0}, 'O': {'precision': 0.9928293631502187, 'recall': 0.9941584519897773, 'f1-score': 0.9934934630586805, 'support': 8217.0}, 'accuracy': 0.9830205540661304, 'macro avg': {'precision': 0.8192517420191215, 'recall': 0.8672843598609459, 'f1-score': 0.834526518574638, 'support': 8952.0}, 'weighted avg': {'precision': 0.9826763783952122, 'recall': 0.9830205540661304, 'f1-score': 0.9826685848084219, 'support': 8952.0}}
07/09/2023 22:04:19 xlmrl_bcms-12 xlmrl_bcms-12-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9841376228775692 0.8142441248823566 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8181818181818182, 'recall': 0.9574468085106383, 'f1-score': 0.8823529411764706, 'support': 47.0}, 'B-misc': {'precision': 0.7654320987654321, 'recall': 0.7045454545454546, 'f1-score': 0.7337278106508877, 'support': 88.0}, 'B-org': {'precision': 0.8023255813953488, 'recall': 0.7752808988764045, 'f1-score': 0.7885714285714286, 'support': 89.0}, 'B-per': {'precision': 0.9629629629629629, 'recall': 0.9712643678160919, 'f1-score': 0.9670958512160228, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.8055555555555556, 'recall': 0.6744186046511628, 'f1-score': 0.7341772151898734, 'support': 86.0}, 'I-org': {'precision': 0.8387096774193549, 'recall': 0.7027027027027027, 'f1-score': 0.7647058823529411, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9929543245869776, 'recall': 0.9947669465741755, 'f1-score': 0.9938598091069365, 'support': 8217.0}, 'accuracy': 0.9841376228775692, 'macro avg': {'precision': 0.8028979161724592, 'recall': 0.8417680685637414, 'f1-score': 0.8142441248823566, 'support': 8952.0}, 'weighted avg': {'precision': 0.9838140663351019, 'recall': 0.9841376228775692, 'f1-score': 0.983828896712289, 'support': 8952.0}}
07/09/2023 22:17:30 xlmrl_bcms-18 xlmrl_bcms-18-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9839142091152815 0.8198338650111502 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.9215686274509803, 'recall': 1.0, 'f1-score': 0.9591836734693878, 'support': 47.0}, 'B-misc': {'precision': 0.7567567567567568, 'recall': 0.6363636363636364, 'f1-score': 0.691358024691358, 'support': 88.0}, 'B-org': {'precision': 0.8192771084337349, 'recall': 0.7640449438202247, 'f1-score': 0.7906976744186045, 'support': 89.0}, 'B-per': {'precision': 0.9491525423728814, 'recall': 0.9655172413793104, 'f1-score': 0.9572649572649573, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8260869565217391, 'recall': 0.6627906976744186, 'f1-score': 0.7354838709677418, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.9117647058823529, 'f1-score': 0.9253731343283583, 'support': 34.0}, 'O': {'precision': 0.992, 'recall': 0.9959839357429718, 'f1-score': 0.9939879759519038, 'support': 8217.0}, 'accuracy': 0.9839142091152815, 'macro avg': {'precision': 0.8254235930930033, 'recall': 0.825178047617823, 'f1-score': 0.8198338650111502, 'support': 8952.0}, 'weighted avg': {'precision': 0.9831016465238404, 'recall': 0.9839142091152815, 'f1-score': 0.9833029615523711, 'support': 8952.0}}
07/09/2023 22:30:48 xlmrl_bcms-24 xlmrl_bcms-24-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.983467381590706 0.7835968014976642 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8070175438596491, 'recall': 0.9787234042553191, 'f1-score': 0.8846153846153846, 'support': 47.0}, 'B-misc': {'precision': 0.759493670886076, 'recall': 0.6818181818181818, 'f1-score': 0.7185628742514971, 'support': 88.0}, 'B-org': {'precision': 0.7894736842105263, 'recall': 0.8426966292134831, 'f1-score': 0.8152173913043478, 'support': 89.0}, 'B-per': {'precision': 0.9624277456647399, 'recall': 0.9568965517241379, 'f1-score': 0.9596541786743515, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7402597402597403, 'recall': 0.6627906976744186, 'f1-score': 0.6993865030674846, 'support': 86.0}, 'I-org': {'precision': 0.8125, 'recall': 0.7027027027027027, 'f1-score': 0.7536231884057971, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9936762738659857, 'recall': 0.9944018498235365, 'f1-score': 0.9940389294403893, 'support': 8217.0}, 'accuracy': 0.983467381590706, 'macro avg': {'precision': 0.7712467706365765, 'recall': 0.8094539821133349, 'f1-score': 0.7835968014976643, 'support': 8952.0}, 'weighted avg': {'precision': 0.9833111902692472, 'recall': 0.983467381590706, 'f1-score': 0.9832618264461988, 'support': 8952.0}}
07/09/2023 22:43:53 xlmrl_bcms-30 xlmrl_bcms-30-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.982573726541555 0.8012960281954555 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8518518518518519, 'recall': 0.9787234042553191, 'f1-score': 0.9108910891089108, 'support': 47.0}, 'B-misc': {'precision': 0.7283950617283951, 'recall': 0.6704545454545454, 'f1-score': 0.6982248520710058, 'support': 88.0}, 'B-org': {'precision': 0.8214285714285714, 'recall': 0.7752808988764045, 'f1-score': 0.7976878612716762, 'support': 89.0}, 'B-per': {'precision': 0.9495798319327731, 'recall': 0.9741379310344828, 'f1-score': 0.9617021276595743, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6973684210526315, 'recall': 0.6162790697674418, 'f1-score': 0.6543209876543209, 'support': 86.0}, 'I-org': {'precision': 0.8518518518518519, 'recall': 0.6216216216216216, 'f1-score': 0.7187499999999999, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.99270871308786, 'recall': 0.9941584519897773, 'f1-score': 0.993433053630062, 'support': 8217.0}, 'accuracy': 0.982573726541555, 'macro avg': {'precision': 0.7936041445791078, 'recall': 0.8267910824960376, 'f1-score': 0.8012960281954558, 'support': 8952.0}, 'weighted avg': {'precision': 0.9820859660263648, 'recall': 0.982573726541555, 'f1-score': 0.9821618643554836, 'support': 8952.0}}
07/09/2023 22:56:58 xlmrl_bcms-36 xlmrl_bcms-36-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9842493297587132 0.8153171113845197 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8214285714285714, 'recall': 0.9787234042553191, 'f1-score': 0.8932038834951456, 'support': 47.0}, 'B-misc': {'precision': 0.7380952380952381, 'recall': 0.7045454545454546, 'f1-score': 0.7209302325581395, 'support': 88.0}, 'B-org': {'precision': 0.8095238095238095, 'recall': 0.7640449438202247, 'f1-score': 0.7861271676300579, 'support': 89.0}, 'B-per': {'precision': 0.9654178674351584, 'recall': 0.9626436781609196, 'f1-score': 0.9640287769784172, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7386363636363636, 'recall': 0.7558139534883721, 'f1-score': 0.7471264367816092, 'support': 86.0}, 'I-org': {'precision': 0.84, 'recall': 0.5675675675675675, 'f1-score': 0.6774193548387097, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.9940432774130805, 'recall': 0.9951320433248144, 'f1-score': 0.9945873624034545, 'support': 8217.0}, 'accuracy': 0.9842493297587132, 'macro avg': {'precision': 0.8098321598120457, 'recall': 0.8336314182417575, 'f1-score': 0.8153171113845197, 'support': 8952.0}, 'weighted avg': {'precision': 0.9841352656948824, 'recall': 0.9842493297587132, 'f1-score': 0.9840256072547032, 'support': 8952.0}}
07/09/2023 23:10:03 xlmrl_bcms-42 xlmrl_bcms-42-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9844727435210009 0.8053112025764145 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8846153846153846, 'recall': 0.9787234042553191, 'f1-score': 0.9292929292929293, 'support': 47.0}, 'B-misc': {'precision': 0.7590361445783133, 'recall': 0.7159090909090909, 'f1-score': 0.736842105263158, 'support': 88.0}, 'B-org': {'precision': 0.8181818181818182, 'recall': 0.8089887640449438, 'f1-score': 0.8135593220338984, 'support': 89.0}, 'B-per': {'precision': 0.9653179190751445, 'recall': 0.9597701149425287, 'f1-score': 0.962536023054755, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7945205479452054, 'recall': 0.6744186046511628, 'f1-score': 0.7295597484276729, 'support': 86.0}, 'I-org': {'precision': 0.8181818181818182, 'recall': 0.7297297297297297, 'f1-score': 0.7714285714285715, 'support': 37.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.9117647058823529, 'f1-score': 0.9253731343283583, 'support': 34.0}, 'O': {'precision': 0.9928371980089838, 'recall': 0.995253742241694, 'f1-score': 0.9940440014586119, 'support': 8217.0}, 'accuracy': 0.9844727435210009, 'macro avg': {'precision': 0.805541810331394, 'recall': 0.8107891489990156, 'f1-score': 0.8053112025764145, 'support': 8952.0}, 'weighted avg': {'precision': 0.9840320672287061, 'recall': 0.9844727435210009, 'f1-score': 0.9841674328927213, 'support': 8952.0}}
07/09/2023 23:23:14 xlmrl_bcms-48 xlmrl_bcms-48-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9831322609472744 0.7719204320617544 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8214285714285714, 'recall': 0.9787234042553191, 'f1-score': 0.8932038834951456, 'support': 47.0}, 'B-misc': {'precision': 0.7469879518072289, 'recall': 0.7045454545454546, 'f1-score': 0.7251461988304094, 'support': 88.0}, 'B-org': {'precision': 0.7931034482758621, 'recall': 0.7752808988764045, 'f1-score': 0.7840909090909092, 'support': 89.0}, 'B-per': {'precision': 0.9518413597733711, 'recall': 0.9655172413793104, 'f1-score': 0.9586305278174038, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.7567567567567568, 'recall': 0.6511627906976745, 'f1-score': 0.7000000000000001, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9933146955147685, 'recall': 0.9945235487404163, 'f1-score': 0.993918754560934, 'support': 8217.0}, 'accuracy': 0.9831322609472744, 'macro avg': {'precision': 0.7661051831175606, 'recall': 0.7995296528743652, 'f1-score': 0.7719204320617544, 'support': 8952.0}, 'weighted avg': {'precision': 0.9828269679222295, 'recall': 0.9831322609472744, 'f1-score': 0.98281029081246, 'support': 8952.0}}
07/09/2023 23:36:41 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9819034852546917 0.8045603743800113 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8214285714285714, 'recall': 0.9787234042553191, 'f1-score': 0.8932038834951456, 'support': 47.0}, 'B-misc': {'precision': 0.7307692307692307, 'recall': 0.6477272727272727, 'f1-score': 0.6867469879518072, 'support': 88.0}, 'B-org': {'precision': 0.7840909090909091, 'recall': 0.7752808988764045, 'f1-score': 0.7796610169491526, 'support': 89.0}, 'B-per': {'precision': 0.9546742209631728, 'recall': 0.9683908045977011, 'f1-score': 0.9614835948644793, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7272727272727273, 'recall': 0.6511627906976745, 'f1-score': 0.6871165644171779, 'support': 86.0}, 'I-org': {'precision': 0.7575757575757576, 'recall': 0.6756756756756757, 'f1-score': 0.7142857142857142, 'support': 37.0}, 'I-per': {'precision': 0.8648648648648649, 'recall': 0.9411764705882353, 'f1-score': 0.9014084507042254, 'support': 34.0}, 'O': {'precision': 0.9928241303819022, 'recall': 0.9934282584884995, 'f1-score': 0.9931261025609831, 'support': 8217.0}, 'accuracy': 0.9819034852546917, 'macro avg': {'precision': 0.7883500412347136, 'recall': 0.829823224257345, 'f1-score': 0.8045603743800113, 'support': 8952.0}, 'weighted avg': {'precision': 0.981534025614205, 'recall': 0.9819034852546917, 'f1-score': 0.9816098996098134, 'support': 8952.0}}
07/09/2023 23:50:02 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9820151921358355 0.7914801577635322 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8245614035087719, 'recall': 1.0, 'f1-score': 0.9038461538461539, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.7272727272727273, 'f1-score': 0.6956521739130435, 'support': 88.0}, 'B-org': {'precision': 0.7840909090909091, 'recall': 0.7752808988764045, 'f1-score': 0.7796610169491526, 'support': 89.0}, 'B-per': {'precision': 0.962536023054755, 'recall': 0.9597701149425287, 'f1-score': 0.9611510791366907, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7023809523809523, 'recall': 0.686046511627907, 'f1-score': 0.6941176470588234, 'support': 86.0}, 'I-org': {'precision': 0.71875, 'recall': 0.6216216216216216, 'f1-score': 0.6666666666666667, 'support': 37.0}, 'I-per': {'precision': 0.8857142857142857, 'recall': 0.9117647058823529, 'f1-score': 0.8985507246376812, 'support': 34.0}, 'O': {'precision': 0.9945148707947343, 'recall': 0.992941462820981, 'f1-score': 0.9937275439985385, 'support': 8217.0}, 'accuracy': 0.9820151921358355, 'macro avg': {'precision': 0.7639215111211076, 'recall': 0.834136470971119, 'f1-score': 0.7914801577635322, 'support': 8952.0}, 'weighted avg': {'precision': 0.9824071906281395, 'recall': 0.9820151921358355, 'f1-score': 0.9821161293883872, 'support': 8952.0}}
08/09/2023 00:03:26 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9838025022341377 0.8252330249897224 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8703703703703703, 'recall': 1.0, 'f1-score': 0.9306930693069307, 'support': 47.0}, 'B-misc': {'precision': 0.7945205479452054, 'recall': 0.6590909090909091, 'f1-score': 0.7204968944099379, 'support': 88.0}, 'B-org': {'precision': 0.8433734939759037, 'recall': 0.7865168539325843, 'f1-score': 0.813953488372093, 'support': 89.0}, 'B-per': {'precision': 0.9464788732394366, 'recall': 0.9655172413793104, 'f1-score': 0.9559032716927455, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8108108108108109, 'recall': 0.6976744186046512, 'f1-score': 0.75, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9921106930452724, 'recall': 0.9947669465741755, 'f1-score': 0.9934370442391833, 'support': 8217.0}, 'accuracy': 0.9838025022341377, 'macro avg': {'precision': 0.8224331456053665, 'recall': 0.8389469920191063, 'f1-score': 0.8252330249897224, 'support': 8952.0}, 'weighted avg': {'precision': 0.9832082289574581, 'recall': 0.9838025022341377, 'f1-score': 0.9833182542808854, 'support': 8952.0}}
08/09/2023 00:16:48 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9830205540661304 0.791304454393254 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8679245283018868, 'recall': 0.9787234042553191, 'f1-score': 0.9199999999999999, 'support': 47.0}, 'B-misc': {'precision': 0.7714285714285715, 'recall': 0.6136363636363636, 'f1-score': 0.6835443037974683, 'support': 88.0}, 'B-org': {'precision': 0.7816091954022989, 'recall': 0.7640449438202247, 'f1-score': 0.7727272727272727, 'support': 89.0}, 'B-per': {'precision': 0.9415041782729805, 'recall': 0.9712643678160919, 'f1-score': 0.9561527581329562, 'support': 348.0}, 'I-loc': {'precision': 0.6666666666666666, 'recall': 0.6666666666666666, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.8028169014084507, 'recall': 0.6627906976744186, 'f1-score': 0.7261146496815286, 'support': 86.0}, 'I-org': {'precision': 0.7741935483870968, 'recall': 0.6486486486486487, 'f1-score': 0.7058823529411764, 'support': 37.0}, 'I-per': {'precision': 0.868421052631579, 'recall': 0.9705882352941176, 'f1-score': 0.9166666666666667, 'support': 34.0}, 'O': {'precision': 0.9927149101505586, 'recall': 0.9950103444079348, 'f1-score': 0.9938613018902328, 'support': 8217.0}, 'accuracy': 0.9830205540661304, 'macro avg': {'precision': 0.7967279552650088, 'recall': 0.7938040338886452, 'f1-score': 0.791304454393254, 'support': 8952.0}, 'weighted avg': {'precision': 0.9823209324010018, 'recall': 0.9830205540661304, 'f1-score': 0.9824518054939236, 'support': 8952.0}}
08/09/2023 00:30:17 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9836907953529938 0.8149346406254377 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.7804878048780488, 'recall': 0.7272727272727273, 'f1-score': 0.7529411764705882, 'support': 88.0}, 'B-org': {'precision': 0.7906976744186046, 'recall': 0.7640449438202247, 'f1-score': 0.7771428571428571, 'support': 89.0}, 'B-per': {'precision': 0.946927374301676, 'recall': 0.9741379310344828, 'f1-score': 0.9603399433427763, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7972972972972973, 'recall': 0.686046511627907, 'f1-score': 0.7375, 'support': 86.0}, 'I-org': {'precision': 0.7586206896551724, 'recall': 0.5945945945945946, 'f1-score': 0.6666666666666667, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.9933146955147685, 'recall': 0.9945235487404163, 'f1-score': 0.993918754560934, 'support': 8217.0}, 'accuracy': 0.9836907953529938, 'macro avg': {'precision': 0.8091855339987136, 'recall': 0.8305910202855893, 'f1-score': 0.8149346406254377, 'support': 8952.0}, 'weighted avg': {'precision': 0.983266956982332, 'recall': 0.9836907953529938, 'f1-score': 0.98334582365916, 'support': 8952.0}}
08/09/2023 00:43:52 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9830205540661304 0.8165019619069905 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8518518518518519, 'recall': 0.9787234042553191, 'f1-score': 0.9108910891089108, 'support': 47.0}, 'B-misc': {'precision': 0.7530864197530864, 'recall': 0.6931818181818182, 'f1-score': 0.7218934911242604, 'support': 88.0}, 'B-org': {'precision': 0.7634408602150538, 'recall': 0.797752808988764, 'f1-score': 0.7802197802197802, 'support': 89.0}, 'B-per': {'precision': 0.9492957746478873, 'recall': 0.9683908045977011, 'f1-score': 0.9587482219061165, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7887323943661971, 'recall': 0.6511627906976745, 'f1-score': 0.7133757961783439, 'support': 86.0}, 'I-org': {'precision': 0.7647058823529411, 'recall': 0.7027027027027027, 'f1-score': 0.7323943661971832, 'support': 37.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.9117647058823529, 'f1-score': 0.9253731343283583, 'support': 34.0}, 'O': {'precision': 0.9931898333941384, 'recall': 0.993915054156018, 'f1-score': 0.993552311435523, 'support': 8217.0}, 'accuracy': 0.9830205540661304, 'macro avg': {'precision': 0.8053696955975095, 'recall': 0.8364260756129017, 'f1-score': 0.8165019619069905, 'support': 8952.0}, 'weighted avg': {'precision': 0.9827373957343045, 'recall': 0.9830205540661304, 'f1-score': 0.9827568257382873, 'support': 8952.0}}
08/09/2023 00:57:30 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9823503127792672 0.8014637866617347 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.7837837837837838, 'recall': 0.6590909090909091, 'f1-score': 0.7160493827160493, 'support': 88.0}, 'B-org': {'precision': 0.7029702970297029, 'recall': 0.797752808988764, 'f1-score': 0.7473684210526316, 'support': 89.0}, 'B-per': {'precision': 0.9655172413793104, 'recall': 0.9655172413793104, 'f1-score': 0.9655172413793104, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7846153846153846, 'recall': 0.5930232558139535, 'f1-score': 0.675496688741722, 'support': 86.0}, 'I-org': {'precision': 0.6666666666666666, 'recall': 0.6486486486486487, 'f1-score': 0.6575342465753425, 'support': 37.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9117647058823529, 'f1-score': 0.9393939393939394, 'support': 34.0}, 'O': {'precision': 0.9925916929803255, 'recall': 0.9946452476572959, 'f1-score': 0.9936174092760318, 'support': 8217.0}, 'accuracy': 0.9823503127792672, 'macro avg': {'precision': 0.7948228399788507, 'recall': 0.819455629263854, 'f1-score': 0.8014637866617347, 'support': 8952.0}, 'weighted avg': {'precision': 0.9820890334046254, 'recall': 0.9823503127792672, 'f1-score': 0.9819716449813277, 'support': 8952.0}}
08/09/2023 01:11:06 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.983467381590706 0.8190197537452567 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8703703703703703, 'recall': 1.0, 'f1-score': 0.9306930693069307, 'support': 47.0}, 'B-misc': {'precision': 0.7792207792207793, 'recall': 0.6818181818181818, 'f1-score': 0.7272727272727272, 'support': 88.0}, 'B-org': {'precision': 0.7692307692307693, 'recall': 0.7865168539325843, 'f1-score': 0.7777777777777778, 'support': 89.0}, 'B-per': {'precision': 0.9441340782122905, 'recall': 0.9712643678160919, 'f1-score': 0.9575070821529744, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7837837837837838, 'recall': 0.6744186046511628, 'f1-score': 0.725, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.9411764705882353, 'f1-score': 0.9142857142857143, 'support': 34.0}, 'O': {'precision': 0.9934330536300621, 'recall': 0.9941584519897773, 'f1-score': 0.9937956204379561, 'support': 8217.0}, 'accuracy': 0.983467381590706, 'macro avg': {'precision': 0.8085513336240171, 'recall': 0.8391695273138376, 'f1-score': 0.8190197537452567, 'support': 8952.0}, 'weighted avg': {'precision': 0.9831048673638871, 'recall': 0.983467381590706, 'f1-score': 0.9831460215741665, 'support': 8952.0}}
08/09/2023 01:23:26 xlmrl_bcms-6 xlmrl_bcms-6-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9880508660381495 0.8114403703855192 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6176470588235294, 'recall': 0.6, 'f1-score': 0.608695652173913, 'support': 35.0}, 'B-org': {'precision': 0.8870967741935484, 'recall': 0.7638888888888888, 'f1-score': 0.8208955223880596, 'support': 72.0}, 'B-per': {'precision': 0.9444444444444444, 'recall': 0.9257425742574258, 'f1-score': 0.9349999999999999, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.7692307692307693, 'recall': 0.3125, 'f1-score': 0.4444444444444445, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9921973608720597, 'recall': 0.9983835584805449, 'f1-score': 0.9952808471454879, 'support': 8661.0}, 'accuracy': 0.9880508660381495, 'macro avg': {'precision': 0.9037945600110936, 'recall': 0.7549983106733242, 'f1-score': 0.8114403703855194, 'support': 9122.0}, 'weighted avg': {'precision': 0.9873040552243498, 'recall': 0.9880508660381495, 'f1-score': 0.9871189726218021, 'support': 9122.0}}
08/09/2023 01:35:49 xlmrl_bcms-12 xlmrl_bcms-12-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9873931155448367 0.7858755800601662 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.84, 'recall': 0.8936170212765957, 'f1-score': 0.8659793814432989, 'support': 47.0}, 'B-misc': {'precision': 0.6129032258064516, 'recall': 0.5428571428571428, 'f1-score': 0.5757575757575757, 'support': 35.0}, 'B-org': {'precision': 0.9122807017543859, 'recall': 0.7222222222222222, 'f1-score': 0.8062015503875969, 'support': 72.0}, 'B-per': {'precision': 0.94, 'recall': 0.9306930693069307, 'f1-score': 0.9353233830845772, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.6, 'recall': 0.28125, 'f1-score': 0.3829787234042553, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9925373134328358, 'recall': 0.99815263826348, 'f1-score': 0.9953370560128951, 'support': 8661.0}, 'accuracy': 0.9873931155448367, 'macro avg': {'precision': 0.8276152613542693, 'recall': 0.7715866562011477, 'f1-score': 0.7858755800601662, 'support': 9122.0}, 'weighted avg': {'precision': 0.9863276806527591, 'recall': 0.9873931155448367, 'f1-score': 0.9864009090417429, 'support': 9122.0}}
08/09/2023 01:48:13 xlmrl_bcms-18 xlmrl_bcms-18-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9881604911203683 0.8200887591884504 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9347826086956522, 'recall': 0.9148936170212766, 'f1-score': 0.924731182795699, 'support': 47.0}, 'B-misc': {'precision': 0.6896551724137931, 'recall': 0.5714285714285714, 'f1-score': 0.625, 'support': 35.0}, 'B-org': {'precision': 0.8833333333333333, 'recall': 0.7361111111111112, 'f1-score': 0.803030303030303, 'support': 72.0}, 'B-per': {'precision': 0.9261083743842364, 'recall': 0.9306930693069307, 'f1-score': 0.928395061728395, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.7058823529411765, 'recall': 0.375, 'f1-score': 0.48979591836734687, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9926512802847629, 'recall': 0.99815263826348, 'f1-score': 0.9953943580886586, 'support': 8661.0}, 'accuracy': 0.9881604911203683, 'macro avg': {'precision': 0.8701320685078165, 'recall': 0.7935853475216476, 'f1-score': 0.8200887591884504, 'support': 9122.0}, 'weighted avg': {'precision': 0.9872707057036363, 'recall': 0.9881604911203683, 'f1-score': 0.987311879645102, 'support': 9122.0}}
08/09/2023 02:00:37 xlmrl_bcms-24 xlmrl_bcms-24-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9888182416136813 0.8366598024948239 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6764705882352942, 'recall': 0.6571428571428571, 'f1-score': 0.6666666666666666, 'support': 35.0}, 'B-org': {'precision': 0.9322033898305084, 'recall': 0.7638888888888888, 'f1-score': 0.8396946564885496, 'support': 72.0}, 'B-per': {'precision': 0.93, 'recall': 0.9207920792079208, 'f1-score': 0.9253731343283582, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.9285714285714286, 'recall': 0.40625, 'f1-score': 0.5652173913043478, 'support': 32.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8125, 'f1-score': 0.8387096774193549, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.992653810835629, 'recall': 0.9984990185890775, 'f1-score': 0.9955678351464916, 'support': 8661.0}, 'accuracy': 0.9888182416136813, 'macro avg': {'precision': 0.9179003301794337, 'recall': 0.7862264333190445, 'f1-score': 0.8366598024948239, 'support': 9122.0}, 'weighted avg': {'precision': 0.9884537690543898, 'recall': 0.9888182416136813, 'f1-score': 0.9880663492250435, 'support': 9122.0}}
08/09/2023 02:13:02 xlmrl_bcms-30 xlmrl_bcms-30-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9888182416136813 0.8349251429672739 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6875, 'recall': 0.6285714285714286, 'f1-score': 0.6567164179104478, 'support': 35.0}, 'B-org': {'precision': 0.9016393442622951, 'recall': 0.7638888888888888, 'f1-score': 0.8270676691729323, 'support': 72.0}, 'B-per': {'precision': 0.9447236180904522, 'recall': 0.9306930693069307, 'f1-score': 0.9376558603491272, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8, 'recall': 0.375, 'f1-score': 0.5106382978723405, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.6875, 'f1-score': 0.8148148148148148, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.992653810835629, 'recall': 0.9984990185890775, 'f1-score': 0.9955678351464916, 'support': 8661.0}, 'accuracy': 0.9888182416136813, 'macro avg': {'precision': 0.9010988822877817, 'recall': 0.7958620490462709, 'f1-score': 0.8349251429672739, 'support': 9122.0}, 'weighted avg': {'precision': 0.9881403955800359, 'recall': 0.9888182416136813, 'f1-score': 0.9880074451481595, 'support': 9122.0}}
08/09/2023 02:25:23 xlmrl_bcms-36 xlmrl_bcms-36-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9889278666959 0.8383121618481632 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9545454545454546, 'recall': 0.8936170212765957, 'f1-score': 0.9230769230769231, 'support': 47.0}, 'B-misc': {'precision': 0.6774193548387096, 'recall': 0.6, 'f1-score': 0.6363636363636364, 'support': 35.0}, 'B-org': {'precision': 0.9354838709677419, 'recall': 0.8055555555555556, 'f1-score': 0.8656716417910448, 'support': 72.0}, 'B-per': {'precision': 0.9306930693069307, 'recall': 0.9306930693069307, 'f1-score': 0.9306930693069307, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8571428571428571, 'recall': 0.375, 'f1-score': 0.5217391304347825, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.5625, 'f1-score': 0.72, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.992312987608995, 'recall': 0.99861447869761, 'f1-score': 0.9954537607181908, 'support': 8661.0}, 'accuracy': 0.9889278666959, 'macro avg': {'precision': 0.9288774064998926, 'recall': 0.784683118866648, 'f1-score': 0.8383121618481632, 'support': 9122.0}, 'weighted avg': {'precision': 0.9883813641438711, 'recall': 0.9889278666959, 'f1-score': 0.9880467196984869, 'support': 9122.0}}
08/09/2023 02:37:42 xlmrl_bcms-42 xlmrl_bcms-42-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9887086165314624 0.826544179157151 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.6857142857142857, 'f1-score': 0.676056338028169, 'support': 35.0}, 'B-org': {'precision': 0.9193548387096774, 'recall': 0.7916666666666666, 'f1-score': 0.8507462686567164, 'support': 72.0}, 'B-per': {'precision': 0.945273631840796, 'recall': 0.9405940594059405, 'f1-score': 0.9429280397022333, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.7647058823529411, 'recall': 0.40625, 'f1-score': 0.5306122448979592, 'support': 32.0}, 'I-org': {'precision': 0.8333333333333334, 'recall': 0.625, 'f1-score': 0.7142857142857143, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9928776565192419, 'recall': 0.9979217180464149, 'f1-score': 0.9953932972474951, 'support': 8661.0}, 'accuracy': 0.9887086165314624, 'macro avg': {'precision': 0.8765794897123191, 'recall': 0.797906162345033, 'f1-score': 0.826544179157151, 'support': 9122.0}, 'weighted avg': {'precision': 0.9880988660113985, 'recall': 0.9887086165314624, 'f1-score': 0.9880266597751766, 'support': 9122.0}}
08/09/2023 02:50:01 xlmrl_bcms-48 xlmrl_bcms-48-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9891471168603376 0.8479739048335491 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.7272727272727273, 'recall': 0.6857142857142857, 'f1-score': 0.7058823529411764, 'support': 35.0}, 'B-org': {'precision': 0.8939393939393939, 'recall': 0.8194444444444444, 'f1-score': 0.855072463768116, 'support': 72.0}, 'B-per': {'precision': 0.9538461538461539, 'recall': 0.9207920792079208, 'f1-score': 0.9370277078085643, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8235294117647058, 'recall': 0.4375, 'f1-score': 0.5714285714285714, 'support': 32.0}, 'I-org': {'precision': 0.7857142857142857, 'recall': 0.6875, 'f1-score': 0.7333333333333334, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9928801102434544, 'recall': 0.9982680983720125, 'f1-score': 0.9955668144395188, 'support': 8661.0}, 'accuracy': 0.9891471168603376, 'macro avg': {'precision': 0.9029469664480068, 'recall': 0.8102410397100366, 'f1-score': 0.8479739048335491, 'support': 9122.0}, 'weighted avg': {'precision': 0.9885783409122377, 'recall': 0.9891471168603376, 'f1-score': 0.9885114044089298, 'support': 9122.0}}
08/09/2023 03:02:17 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986625739969305 0.7947902381694957 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9090909090909091, 'recall': 0.851063829787234, 'f1-score': 0.8791208791208791, 'support': 47.0}, 'B-misc': {'precision': 0.6451612903225806, 'recall': 0.5714285714285714, 'f1-score': 0.606060606060606, 'support': 35.0}, 'B-org': {'precision': 0.8253968253968254, 'recall': 0.7222222222222222, 'f1-score': 0.7703703703703704, 'support': 72.0}, 'B-per': {'precision': 0.9303482587064676, 'recall': 0.9257425742574258, 'f1-score': 0.9280397022332506, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6190476190476191, 'recall': 0.40625, 'f1-score': 0.49056603773584906, 'support': 32.0}, 'I-org': {'precision': 0.7857142857142857, 'recall': 0.6875, 'f1-score': 0.7333333333333334, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9923023897058824, 'recall': 0.99722895739522, 'f1-score': 0.9947595738554563, 'support': 8661.0}, 'accuracy': 0.986625739969305, 'macro avg': {'precision': 0.847596914100978, 'recall': 0.757101062317578, 'f1-score': 0.7947902381694957, 'support': 9122.0}, 'weighted avg': {'precision': 0.9856801781976285, 'recall': 0.986625739969305, 'f1-score': 0.9859074705503815, 'support': 9122.0}}
08/09/2023 03:14:38 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9880508660381495 0.8132553341061287 {'B-deriv-per': {'precision': 0.6666666666666666, 'recall': 1.0, 'f1-score': 0.8, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.696969696969697, 'recall': 0.6571428571428571, 'f1-score': 0.676470588235294, 'support': 35.0}, 'B-org': {'precision': 0.8833333333333333, 'recall': 0.7361111111111112, 'f1-score': 0.803030303030303, 'support': 72.0}, 'B-per': {'precision': 0.949238578680203, 'recall': 0.9257425742574258, 'f1-score': 0.9373433583959899, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7692307692307693, 'recall': 0.3125, 'f1-score': 0.4444444444444445, 'support': 32.0}, 'I-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9920826161790017, 'recall': 0.9982680983720125, 'f1-score': 0.9951657458563535, 'support': 8661.0}, 'accuracy': 0.9880508660381495, 'macro avg': {'precision': 0.8685876639414649, 'recall': 0.7911679534500428, 'f1-score': 0.8132553341061286, 'support': 9122.0}, 'weighted avg': {'precision': 0.987332198096943, 'recall': 0.9880508660381495, 'f1-score': 0.9871264422536894, 'support': 9122.0}}
08/09/2023 03:27:00 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9871738653803991 0.7934887203268245 {'B-deriv-per': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.7037037037037037, 'recall': 0.5428571428571428, 'f1-score': 0.6129032258064516, 'support': 35.0}, 'B-org': {'precision': 0.8524590163934426, 'recall': 0.7222222222222222, 'f1-score': 0.7819548872180451, 'support': 72.0}, 'B-per': {'precision': 0.9536082474226805, 'recall': 0.9158415841584159, 'f1-score': 0.9343434343434344, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7692307692307693, 'recall': 0.3125, 'f1-score': 0.4444444444444445, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9907227121750086, 'recall': 0.9987299388061425, 'f1-score': 0.9947102115915363, 'support': 8661.0}, 'accuracy': 0.9871738653803991, 'macro avg': {'precision': 0.8946640669959474, 'recall': 0.7357399114994277, 'f1-score': 0.7934887203268245, 'support': 9122.0}, 'weighted avg': {'precision': 0.9861377697077832, 'recall': 0.9871738653803991, 'f1-score': 0.9859560104140656, 'support': 9122.0}}
08/09/2023 03:39:21 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9876123657092742 0.8105268121281579 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9090909090909091, 'recall': 0.851063829787234, 'f1-score': 0.8791208791208791, 'support': 47.0}, 'B-misc': {'precision': 0.6451612903225806, 'recall': 0.5714285714285714, 'f1-score': 0.606060606060606, 'support': 35.0}, 'B-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 72.0}, 'B-per': {'precision': 0.9438775510204082, 'recall': 0.9158415841584159, 'f1-score': 0.9296482412060302, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.8333333333333334, 'recall': 0.3125, 'f1-score': 0.45454545454545453, 'support': 32.0}, 'I-org': {'precision': 0.8125, 'recall': 0.8125, 'f1-score': 0.8125, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9920826161790017, 'recall': 0.9982680983720125, 'f1-score': 0.9951657458563535, 'support': 8661.0}, 'accuracy': 0.9876123657092742, 'macro avg': {'precision': 0.8882077445977978, 'recall': 0.7642453147576022, 'f1-score': 0.8105268121281577, 'support': 9122.0}, 'weighted avg': {'precision': 0.9867964757815993, 'recall': 0.9876123657092742, 'f1-score': 0.9866548193319169, 'support': 9122.0}}
08/09/2023 03:51:44 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9869546152159614 0.7940387359544301 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8723404255319149, 'recall': 0.8723404255319149, 'f1-score': 0.8723404255319149, 'support': 47.0}, 'B-misc': {'precision': 0.6111111111111112, 'recall': 0.6285714285714286, 'f1-score': 0.619718309859155, 'support': 35.0}, 'B-org': {'precision': 0.896551724137931, 'recall': 0.7222222222222222, 'f1-score': 0.7999999999999999, 'support': 72.0}, 'B-per': {'precision': 0.9447236180904522, 'recall': 0.9306930693069307, 'f1-score': 0.9376558603491272, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.5, 'recall': 0.15625, 'f1-score': 0.23809523809523808, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.75, 'f1-score': 0.7741935483870969, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9919641832166226, 'recall': 0.99769079782935, 'f1-score': 0.9948192493667971, 'support': 8661.0}, 'accuracy': 0.9869546152159614, 'macro avg': {'precision': 0.8388119633516602, 'recall': 0.7738619007291633, 'f1-score': 0.7940387359544301, 'support': 9122.0}, 'weighted avg': {'precision': 0.9855394497297244, 'recall': 0.9869546152159614, 'f1-score': 0.9857546235652702, 'support': 9122.0}}
08/09/2023 04:04:09 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9875027406270555 0.8083691929245651 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 35.0}, 'B-org': {'precision': 0.8928571428571429, 'recall': 0.6944444444444444, 'f1-score': 0.78125, 'support': 72.0}, 'B-per': {'precision': 0.9396984924623115, 'recall': 0.9257425742574258, 'f1-score': 0.9326683291770573, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7142857142857143, 'recall': 0.3125, 'f1-score': 0.43478260869565216, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.8857142857142857, 'recall': 0.6595744680851063, 'f1-score': 0.7560975609756098, 'support': 47.0}, 'O': {'precision': 0.9920844327176781, 'recall': 0.9984990185890775, 'f1-score': 0.9952813902635517, 'support': 8661.0}, 'accuracy': 0.9875027406270555, 'macro avg': {'precision': 0.8792894036291102, 'recall': 0.7688100930907968, 'f1-score': 0.8083691929245649, 'support': 9122.0}, 'weighted avg': {'precision': 0.986625616661007, 'recall': 0.9875027406270555, 'f1-score': 0.9865126299719889, 'support': 9122.0}}
08/09/2023 04:16:33 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9893663670247753 0.8494912784752657 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9534883720930233, 'recall': 0.8723404255319149, 'f1-score': 0.9111111111111112, 'support': 47.0}, 'B-misc': {'precision': 0.6756756756756757, 'recall': 0.7142857142857143, 'f1-score': 0.6944444444444444, 'support': 35.0}, 'B-org': {'precision': 0.9310344827586207, 'recall': 0.75, 'f1-score': 0.8307692307692308, 'support': 72.0}, 'B-per': {'precision': 0.9540816326530612, 'recall': 0.9257425742574258, 'f1-score': 0.9396984924623115, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8095238095238095, 'recall': 0.53125, 'f1-score': 0.6415094339622642, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.6808510638297872, 'f1-score': 0.7999999999999999, 'support': 47.0}, 'O': {'precision': 0.992881745120551, 'recall': 0.9984990185890775, 'f1-score': 0.9956824592711991, 'support': 8661.0}, 'accuracy': 0.9893663670247753, 'macro avg': {'precision': 0.8989679390818415, 'recall': 0.8160468796493919, 'f1-score': 0.8494912784752655, 'support': 9122.0}, 'weighted avg': {'precision': 0.9890081349860218, 'recall': 0.9893663670247753, 'f1-score': 0.9888371773819492, 'support': 9122.0}}
08/09/2023 04:28:59 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9877219907914931 0.8188167213943058 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.8936170212765957, 'recall': 0.8936170212765957, 'f1-score': 0.8936170212765957, 'support': 47.0}, 'B-misc': {'precision': 0.6764705882352942, 'recall': 0.6571428571428571, 'f1-score': 0.6666666666666666, 'support': 35.0}, 'B-org': {'precision': 0.8709677419354839, 'recall': 0.75, 'f1-score': 0.8059701492537312, 'support': 72.0}, 'B-per': {'precision': 0.9257425742574258, 'recall': 0.9257425742574258, 'f1-score': 0.9257425742574258, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7333333333333333, 'recall': 0.34375, 'f1-score': 0.4680851063829787, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9926470588235294, 'recall': 0.9975753377208174, 'f1-score': 0.9951050964583934, 'support': 8661.0}, 'accuracy': 0.9877219907914931, 'macro avg': {'precision': 0.8700621455116565, 'recall': 0.7936178854227484, 'f1-score': 0.8188167213943057, 'support': 9122.0}, 'weighted avg': {'precision': 0.9870172058681385, 'recall': 0.9877219907914931, 'f1-score': 0.9869323872060319, 'support': 9122.0}}
08/09/2023 04:39:09 xlmrl_bcms-6 xlmrl_bcms-6-0 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9390689207526904 {'B-deriv-per': {'precision': 0.9285714285714286, 'recall': 1.0, 'f1-score': 0.962962962962963, 'support': 13.0}, 'B-loc': {'precision': 0.9818652849740933, 'recall': 0.979328165374677, 'f1-score': 0.9805950840879689, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.8, 'f1-score': 0.8000000000000002, 'support': 35.0}, 'B-org': {'precision': 0.9508196721311475, 'recall': 0.9243027888446215, 'f1-score': 0.9373737373737373, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9583333333333334, 'recall': 0.8846153846153846, 'f1-score': 0.9199999999999999, 'support': 78.0}, 'I-org': {'precision': 0.8693181818181818, 'recall': 0.864406779661017, 'f1-score': 0.8668555240793201, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9963297291935324, 'recall': 0.9978144247963441, 'f1-score': 0.9970715242964213, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.944631094823789, 'recall': 0.9345604964010861, 'f1-score': 0.9390689207526902, 'support': 11421.0}, 'weighted avg': {'precision': 0.99145986750841, 'recall': 0.9915068733035636, 'f1-score': 0.991455174890055, 'support': 11421.0}}
08/09/2023 04:49:24 xlmrl_bcms-12 xlmrl_bcms-12-0 datasets/set.sr.plus.conllup_extracted.json 0.9917695473251029 0.9370257612194379 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.7741935483870968, 'recall': 0.6857142857142857, 'f1-score': 0.7272727272727272, 'support': 35.0}, 'B-org': {'precision': 0.9626556016597511, 'recall': 0.9243027888446215, 'f1-score': 0.9430894308943089, 'support': 251.0}, 'B-per': {'precision': 0.9638009049773756, 'recall': 0.9906976744186047, 'f1-score': 0.9770642201834864, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9714285714285714, 'recall': 0.8717948717948718, 'f1-score': 0.9189189189189189, 'support': 78.0}, 'I-org': {'precision': 0.9011627906976745, 'recall': 0.8757062146892656, 'f1-score': 0.8882521489971347, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9958374628344896, 'recall': 0.9982118021060997, 'f1-score': 0.9970232188926373, 'support': 10066.0}, 'accuracy': 0.9917695473251029, 'macro avg': {'precision': 0.953733901273457, 'recall': 0.9221832852507849, 'f1-score': 0.9370257612194381, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916262242093125, 'recall': 0.9917695473251029, 'f1-score': 0.9916393515537469, 'support': 11421.0}}
08/09/2023 04:59:41 xlmrl_bcms-18 xlmrl_bcms-18-0 datasets/set.sr.plus.conllup_extracted.json 0.9927326854040802 0.9504170458773528 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9896103896103896, 'recall': 0.9844961240310077, 'f1-score': 0.9870466321243523, 'support': 387.0}, 'B-misc': {'precision': 0.8108108108108109, 'recall': 0.8571428571428571, 'f1-score': 0.8333333333333334, 'support': 35.0}, 'B-org': {'precision': 0.9516129032258065, 'recall': 0.9402390438247012, 'f1-score': 0.9458917835671343, 'support': 251.0}, 'B-per': {'precision': 0.9684684684684685, 'recall': 1.0, 'f1-score': 0.9839816933638443, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9714285714285714, 'recall': 0.8717948717948718, 'f1-score': 0.9189189189189189, 'support': 78.0}, 'I-org': {'precision': 0.8932584269662921, 'recall': 0.8983050847457628, 'f1-score': 0.895774647887324, 'support': 177.0}, 'I-per': {'precision': 1.0, 'recall': 0.9791666666666666, 'f1-score': 0.9894736842105264, 'support': 144.0}, 'O': {'precision': 0.9968244517217426, 'recall': 0.997913769123783, 'f1-score': 0.9973688129871419, 'support': 10066.0}, 'accuracy': 0.9927326854040802, 'macro avg': {'precision': 0.9582014022232082, 'recall': 0.943814932642056, 'f1-score': 0.9504170458773528, 'support': 11421.0}, 'weighted avg': {'precision': 0.9927630032189406, 'recall': 0.9927326854040802, 'f1-score': 0.9927095734029365, 'support': 11421.0}}
08/09/2023 05:09:57 xlmrl_bcms-24 xlmrl_bcms-24-0 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.9428399380372865 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.987012987012987, 'recall': 0.9819121447028424, 'f1-score': 0.9844559585492229, 'support': 387.0}, 'B-misc': {'precision': 0.8125, 'recall': 0.7428571428571429, 'f1-score': 0.7761194029850748, 'support': 35.0}, 'B-org': {'precision': 0.9473684210526315, 'recall': 0.9322709163346613, 'f1-score': 0.9397590361445782, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9710144927536232, 'recall': 0.8589743589743589, 'f1-score': 0.9115646258503401, 'support': 78.0}, 'I-org': {'precision': 0.8695652173913043, 'recall': 0.903954802259887, 'f1-score': 0.8864265927977839, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9967255407819011, 'recall': 0.997913769123783, 'f1-score': 0.9973193010325655, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.9554354327451795, 'recall': 0.931767171776219, 'f1-score': 0.9428399380372865, 'support': 11421.0}, 'weighted avg': {'precision': 0.9922045504748332, 'recall': 0.9922073373610016, 'f1-score': 0.9921592432342218, 'support': 11421.0}}
08/09/2023 05:20:18 xlmrl_bcms-30 xlmrl_bcms-30-0 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.9455869994093318 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.8181818181818182, 'recall': 0.7714285714285715, 'f1-score': 0.7941176470588236, 'support': 35.0}, 'B-org': {'precision': 0.9510204081632653, 'recall': 0.9282868525896414, 'f1-score': 0.939516129032258, 'support': 251.0}, 'B-per': {'precision': 0.9815668202764977, 'recall': 0.9906976744186047, 'f1-score': 0.9861111111111112, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.971830985915493, 'recall': 0.8846153846153846, 'f1-score': 0.9261744966442953, 'support': 78.0}, 'I-org': {'precision': 0.8833333333333333, 'recall': 0.8983050847457628, 'f1-score': 0.8907563025210085, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9964285714285714, 'recall': 0.9978144247963441, 'f1-score': 0.9971210165789735, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.957742414846144, 'recall': 0.9346553207534407, 'f1-score': 0.9455869994093318, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921729364447103, 'recall': 0.9922073373610016, 'f1-score': 0.9921538590639145, 'support': 11421.0}}
08/09/2023 05:30:37 xlmrl_bcms-36 xlmrl_bcms-36-0 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9394724876809846 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870466321243523, 'recall': 0.9844961240310077, 'f1-score': 0.9857697283311773, 'support': 387.0}, 'B-misc': {'precision': 0.7368421052631579, 'recall': 0.8, 'f1-score': 0.7671232876712328, 'support': 35.0}, 'B-org': {'precision': 0.9547325102880658, 'recall': 0.9243027888446215, 'f1-score': 0.9392712550607287, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9444444444444444, 'recall': 0.8717948717948718, 'f1-score': 0.9066666666666667, 'support': 78.0}, 'I-org': {'precision': 0.8920454545454546, 'recall': 0.8870056497175142, 'f1-score': 0.8895184135977336, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9968247668188133, 'recall': 0.9980131134512219, 'f1-score': 0.9974185861795076, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9459564279899346, 'recall': 0.9342568150376234, 'f1-score': 0.9394724876809846, 'support': 11421.0}, 'weighted avg': {'precision': 0.9920497569117503, 'recall': 0.9920322213466422, 'f1-score': 0.9920031523147169, 'support': 11421.0}}
08/09/2023 05:41:00 xlmrl_bcms-42 xlmrl_bcms-42-0 datasets/set.sr.plus.conllup_extracted.json 0.9931704754399789 0.9569734656108665 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870466321243523, 'recall': 0.9844961240310077, 'f1-score': 0.9857697283311773, 'support': 387.0}, 'B-misc': {'precision': 0.8529411764705882, 'recall': 0.8285714285714286, 'f1-score': 0.8405797101449276, 'support': 35.0}, 'B-org': {'precision': 0.9552845528455285, 'recall': 0.9362549800796812, 'f1-score': 0.9456740442655935, 'support': 251.0}, 'B-per': {'precision': 0.9815668202764977, 'recall': 0.9906976744186047, 'f1-score': 0.9861111111111112, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9636363636363636, 'f1-score': 0.9814814814814815, 'support': 55.0}, 'I-misc': {'precision': 0.9859154929577465, 'recall': 0.8974358974358975, 'f1-score': 0.9395973154362417, 'support': 78.0}, 'I-org': {'precision': 0.8852459016393442, 'recall': 0.9152542372881356, 'f1-score': 0.9, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9971207307386815, 'recall': 0.9977150804689052, 'f1-score': 0.9974178170622704, 'support': 10066.0}, 'accuracy': 0.9931704754399789, 'macro avg': {'precision': 0.9631422676915753, 'recall': 0.9514061785930025, 'f1-score': 0.9569734656108665, 'support': 11421.0}, 'weighted avg': {'precision': 0.9931956818885368, 'recall': 0.9931704754399789, 'f1-score': 0.9931596150866682, 'support': 11421.0}}
08/09/2023 05:51:18 xlmrl_bcms-48 xlmrl_bcms-48-0 datasets/set.sr.plus.conllup_extracted.json 0.9922948953681814 0.9407730528285059 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9896103896103896, 'recall': 0.9844961240310077, 'f1-score': 0.9870466321243523, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.7714285714285715, 'f1-score': 0.7605633802816902, 'support': 35.0}, 'B-org': {'precision': 0.9552845528455285, 'recall': 0.9362549800796812, 'f1-score': 0.9456740442655935, 'support': 251.0}, 'B-per': {'precision': 0.9638009049773756, 'recall': 0.9906976744186047, 'f1-score': 0.9770642201834864, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9818181818181818, 'f1-score': 0.9908256880733944, 'support': 55.0}, 'I-misc': {'precision': 0.9333333333333333, 'recall': 0.8974358974358975, 'f1-score': 0.9150326797385621, 'support': 78.0}, 'I-org': {'precision': 0.8977272727272727, 'recall': 0.8926553672316384, 'f1-score': 0.895184135977337, 'support': 177.0}, 'I-per': {'precision': 0.9859154929577465, 'recall': 0.9722222222222222, 'f1-score': 0.979020979020979, 'support': 144.0}, 'O': {'precision': 0.9969227714909669, 'recall': 0.9977150804689052, 'f1-score': 0.9973187686196624, 'support': 10066.0}, 'accuracy': 0.9922948953681814, 'macro avg': {'precision': 0.9472594717942613, 'recall': 0.9347801022211634, 'f1-score': 0.9407730528285055, 'support': 11421.0}, 'weighted avg': {'precision': 0.9922876292969354, 'recall': 0.9922948953681814, 'f1-score': 0.9922795777277185, 'support': 11421.0}}
08/09/2023 06:01:25 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-0 datasets/set.sr.plus.conllup_extracted.json 0.992470011382541 0.9467178569260832 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9845758354755784, 'recall': 0.9896640826873385, 'f1-score': 0.9871134020618556, 'support': 387.0}, 'B-misc': {'precision': 0.8235294117647058, 'recall': 0.8, 'f1-score': 0.8115942028985507, 'support': 35.0}, 'B-org': {'precision': 0.9628099173553719, 'recall': 0.9282868525896414, 'f1-score': 0.9452332657200813, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9452054794520548, 'recall': 0.8846153846153846, 'f1-score': 0.9139072847682119, 'support': 78.0}, 'I-org': {'precision': 0.8920454545454546, 'recall': 0.8870056497175142, 'f1-score': 0.8895184135977336, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996725865661276, 'recall': 0.9980131134512219, 'f1-score': 0.9973690742119632, 'support': 10066.0}, 'accuracy': 0.992470011382541, 'macro avg': {'precision': 0.9559229863797821, 'recall': 0.9382722503779917, 'f1-score': 0.9467178569260832, 'support': 11421.0}, 'weighted avg': {'precision': 0.9924118338794128, 'recall': 0.992470011382541, 'f1-score': 0.9924133432898569, 'support': 11421.0}}
08/09/2023 06:11:29 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-0 datasets/set.sr.plus.conllup_extracted.json 0.9922948953681814 0.9433466022961549 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9820051413881749, 'recall': 0.9870801033591732, 'f1-score': 0.9845360824742269, 'support': 387.0}, 'B-misc': {'precision': 0.8387096774193549, 'recall': 0.7428571428571429, 'f1-score': 0.787878787878788, 'support': 35.0}, 'B-org': {'precision': 0.9552845528455285, 'recall': 0.9362549800796812, 'f1-score': 0.9456740442655935, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9577464788732394, 'recall': 0.8717948717948718, 'f1-score': 0.9127516778523489, 'support': 78.0}, 'I-org': {'precision': 0.8977272727272727, 'recall': 0.8926553672316384, 'f1-score': 0.895184135977337, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964289257018153, 'recall': 0.997913769123783, 'f1-score': 0.9971707946592544, 'support': 10066.0}, 'accuracy': 0.9922948953681814, 'macro avg': {'precision': 0.9571267639001885, 'recall': 0.9310162999773987, 'f1-score': 0.9433466022961549, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921914871316142, 'recall': 0.9922948953681814, 'f1-score': 0.992205877584464, 'support': 11421.0}}
08/09/2023 06:21:32 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-0 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9467152917415491 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.8235294117647058, 'recall': 0.8, 'f1-score': 0.8115942028985507, 'support': 35.0}, 'B-org': {'precision': 0.9586776859504132, 'recall': 0.9243027888446215, 'f1-score': 0.9411764705882353, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 0.9811320754716981, 'recall': 0.9454545454545454, 'f1-score': 0.9629629629629629, 'support': 55.0}, 'I-misc': {'precision': 0.9855072463768116, 'recall': 0.8717948717948718, 'f1-score': 0.9251700680272109, 'support': 78.0}, 'I-org': {'precision': 0.8806818181818182, 'recall': 0.8757062146892656, 'f1-score': 0.8781869688385269, 'support': 177.0}, 'I-per': {'precision': 0.9929577464788732, 'recall': 0.9791666666666666, 'f1-score': 0.9860139860139859, 'support': 144.0}, 'O': {'precision': 0.9963304572051969, 'recall': 0.9980131134512219, 'f1-score': 0.9971710754876172, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9569100996171318, 'recall': 0.9374283162141502, 'f1-score': 0.9467152917415491, 'support': 11421.0}, 'weighted avg': {'precision': 0.9919814835809724, 'recall': 0.9920322213466422, 'f1-score': 0.9919691713322216, 'support': 11421.0}}
08/09/2023 06:31:30 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-0 datasets/set.sr.plus.conllup_extracted.json 0.9914193152963838 0.9358144676777419 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819121447028424, 'recall': 0.9819121447028424, 'f1-score': 0.9819121447028424, 'support': 387.0}, 'B-misc': {'precision': 0.7368421052631579, 'recall': 0.8, 'f1-score': 0.7671232876712328, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9558823529411765, 'recall': 0.8333333333333334, 'f1-score': 0.8904109589041096, 'support': 78.0}, 'I-org': {'precision': 0.8715083798882681, 'recall': 0.8813559322033898, 'f1-score': 0.8764044943820224, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9965274332771108, 'recall': 0.9978144247963441, 'f1-score': 0.9971705137751302, 'support': 10066.0}, 'accuracy': 0.9914193152963838, 'macro avg': {'precision': 0.9436121980207052, 'recall': 0.9296341325463207, 'f1-score': 0.9358144676777419, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914436843720796, 'recall': 0.9914193152963838, 'f1-score': 0.9913788190012389, 'support': 11421.0}}
08/09/2023 06:41:26 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-0 datasets/set.sr.plus.conllup_extracted.json 0.9926451273969005 0.9502038434264021 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.8125, 'recall': 0.7428571428571429, 'f1-score': 0.7761194029850748, 'support': 35.0}, 'B-org': {'precision': 0.9547325102880658, 'recall': 0.9243027888446215, 'f1-score': 0.9392712550607287, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 55.0}, 'I-misc': {'precision': 0.9859154929577465, 'recall': 0.8974358974358975, 'f1-score': 0.9395973154362417, 'support': 78.0}, 'I-org': {'precision': 0.8920454545454546, 'recall': 0.8870056497175142, 'f1-score': 0.8895184135977336, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996725865661276, 'recall': 0.9980131134512219, 'f1-score': 0.9973690742119632, 'support': 10066.0}, 'accuracy': 0.9926451273969005, 'macro avg': {'precision': 0.958724367638564, 'recall': 0.942480839075601, 'f1-score': 0.9502038434264021, 'support': 11421.0}, 'weighted avg': {'precision': 0.9925598129385164, 'recall': 0.9926451273969005, 'f1-score': 0.992576065845749, 'support': 11421.0}}
08/09/2023 06:51:26 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-0 datasets/set.sr.plus.conllup_extracted.json 0.9923824533753611 0.946686242650887 {'B-deriv-per': {'precision': 0.9285714285714286, 'recall': 1.0, 'f1-score': 0.962962962962963, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.9310344827586207, 'recall': 0.7714285714285715, 'f1-score': 0.8437500000000001, 'support': 35.0}, 'B-org': {'precision': 0.9473684210526315, 'recall': 0.9322709163346613, 'f1-score': 0.9397590361445782, 'support': 251.0}, 'B-per': {'precision': 0.9727272727272728, 'recall': 0.9953488372093023, 'f1-score': 0.9839080459770115, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8589743589743589, 'f1-score': 0.9241379310344827, 'support': 78.0}, 'I-org': {'precision': 0.8914285714285715, 'recall': 0.8813559322033898, 'f1-score': 0.8863636363636365, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996331184928111, 'recall': 0.9982118021060997, 'f1-score': 0.9972706069177708, 'support': 10066.0}, 'accuracy': 0.9923824533753611, 'macro avg': {'precision': 0.9635721494216248, 'recall': 0.9331177451378301, 'f1-score': 0.946686242650887, 'support': 11421.0}, 'weighted avg': {'precision': 0.9923370524398183, 'recall': 0.9923824533753611, 'f1-score': 0.9922827076435208, 'support': 11421.0}}
08/09/2023 07:01:29 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-0 datasets/set.sr.plus.conllup_extracted.json 0.9921197793538219 0.9395451879476668 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9694656488549618, 'recall': 0.9844961240310077, 'f1-score': 0.9769230769230769, 'support': 387.0}, 'B-misc': {'precision': 0.7631578947368421, 'recall': 0.8285714285714286, 'f1-score': 0.7945205479452055, 'support': 35.0}, 'B-org': {'precision': 0.9702127659574468, 'recall': 0.9083665338645418, 'f1-score': 0.9382716049382716, 'support': 251.0}, 'B-per': {'precision': 0.9728506787330317, 'recall': 1.0, 'f1-score': 0.9862385321100917, 'support': 215.0}, 'I-loc': {'precision': 0.9807692307692307, 'recall': 0.9272727272727272, 'f1-score': 0.9532710280373831, 'support': 55.0}, 'I-misc': {'precision': 0.9452054794520548, 'recall': 0.8846153846153846, 'f1-score': 0.9139072847682119, 'support': 78.0}, 'I-org': {'precision': 0.8806818181818182, 'recall': 0.8757062146892656, 'f1-score': 0.8781869688385269, 'support': 177.0}, 'I-per': {'precision': 1.0, 'recall': 0.9930555555555556, 'f1-score': 0.9965156794425087, 'support': 144.0}, 'O': {'precision': 0.9970232188926375, 'recall': 0.9982118021060997, 'f1-score': 0.9976171564733917, 'support': 10066.0}, 'accuracy': 0.9921197793538219, 'macro avg': {'precision': 0.9479366735578024, 'recall': 0.9323372693782934, 'f1-score': 0.9395451879476668, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921342063642955, 'recall': 0.9921197793538219, 'f1-score': 0.9920822371359571, 'support': 11421.0}}
08/09/2023 07:11:30 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-0 datasets/set.sr.plus.conllup_extracted.json 0.9925575693897207 0.9499707024160461 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.875, 'recall': 0.8, 'f1-score': 0.8358208955223881, 'support': 35.0}, 'B-org': {'precision': 0.9590163934426229, 'recall': 0.9322709163346613, 'f1-score': 0.9454545454545454, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8846153846153846, 'f1-score': 0.9387755102040816, 'support': 78.0}, 'I-org': {'precision': 0.896551724137931, 'recall': 0.8813559322033898, 'f1-score': 0.888888888888889, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9962327748587291, 'recall': 0.9983111464335387, 'f1-score': 0.9972708777849453, 'support': 10066.0}, 'accuracy': 0.9925575693897207, 'macro avg': {'precision': 0.9652125245372382, 'recall': 0.9362656268945677, 'f1-score': 0.9499707024160461, 'support': 11421.0}, 'weighted avg': {'precision': 0.9924806170642954, 'recall': 0.9925575693897207, 'f1-score': 0.9924719523307373, 'support': 11421.0}}
08/09/2023 09:44:07 xlmrb_bcms-72 xlmrb_bcms-72-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9870642402981802 0.7903361886469595 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9302325581395349, 'recall': 0.851063829787234, 'f1-score': 0.888888888888889, 'support': 47.0}, 'B-misc': {'precision': 0.5675675675675675, 'recall': 0.6, 'f1-score': 0.5833333333333333, 'support': 35.0}, 'B-org': {'precision': 0.8833333333333333, 'recall': 0.7361111111111112, 'f1-score': 0.803030303030303, 'support': 72.0}, 'B-per': {'precision': 0.9393939393939394, 'recall': 0.9207920792079208, 'f1-score': 0.9300000000000002, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.625, 'recall': 0.3125, 'f1-score': 0.4166666666666667, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9920807988063812, 'recall': 0.9980371781549474, 'f1-score': 0.9950500748244502, 'support': 8661.0}, 'accuracy': 0.9870642402981802, 'macro avg': {'precision': 0.8615606669356876, 'recall': 0.7453078666346319, 'f1-score': 0.7903361886469595, 'support': 9122.0}, 'weighted avg': {'precision': 0.986175884913599, 'recall': 0.9870642402981802, 'f1-score': 0.9862013649541089, 'support': 9122.0}}
08/09/2023 09:47:37 xlmrb_bcms-72 xlmrb_bcms-72-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9865161148870861 0.7679030128809503 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.851063829787234, 'recall': 0.851063829787234, 'f1-score': 0.8510638297872339, 'support': 47.0}, 'B-misc': {'precision': 0.6111111111111112, 'recall': 0.6285714285714286, 'f1-score': 0.619718309859155, 'support': 35.0}, 'B-org': {'precision': 0.8548387096774194, 'recall': 0.7361111111111112, 'f1-score': 0.791044776119403, 'support': 72.0}, 'B-per': {'precision': 0.9390862944162437, 'recall': 0.9158415841584159, 'f1-score': 0.9273182957393484, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.1875, 'f1-score': 0.29268292682926833, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9354838709677419, 'recall': 0.6170212765957447, 'f1-score': 0.7435897435897436, 'support': 47.0}, 'O': {'precision': 0.9916255592520362, 'recall': 0.9980371781549474, 'f1-score': 0.994821038094142, 'support': 8661.0}, 'accuracy': 0.9865161148870861, 'macro avg': {'precision': 0.8373685565687976, 'recall': 0.7371646408378882, 'f1-score': 0.7679030128809503, 'support': 9122.0}, 'weighted avg': {'precision': 0.9854431347531212, 'recall': 0.9865161148870861, 'f1-score': 0.9852590586620834, 'support': 9122.0}}
08/09/2023 09:51:28 xlmrb_bcms-84 xlmrb_bcms-84-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9858583643937733 0.7739409842629458 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8888888888888888, 'recall': 0.851063829787234, 'f1-score': 0.8695652173913044, 'support': 47.0}, 'B-misc': {'precision': 0.5675675675675675, 'recall': 0.6, 'f1-score': 0.5833333333333333, 'support': 35.0}, 'B-org': {'precision': 0.9016393442622951, 'recall': 0.7638888888888888, 'f1-score': 0.8270676691729323, 'support': 72.0}, 'B-per': {'precision': 0.9246231155778895, 'recall': 0.9108910891089109, 'f1-score': 0.917705735660848, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.5625, 'recall': 0.28125, 'f1-score': 0.375, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.8823529411764706, 'recall': 0.6382978723404256, 'f1-score': 0.7407407407407407, 'support': 47.0}, 'O': {'precision': 0.9917298414886285, 'recall': 0.9968825770696225, 'f1-score': 0.9942995335982036, 'support': 8661.0}, 'accuracy': 0.9858583643937733, 'macro avg': {'precision': 0.8172598402258444, 'recall': 0.7479774257195081, 'f1-score': 0.7739409842629458, 'support': 9122.0}, 'weighted avg': {'precision': 0.9848562386347166, 'recall': 0.9858583643937733, 'f1-score': 0.9850176639497699, 'support': 9122.0}}
08/09/2023 09:55:01 xlmrb_bcms-84 xlmrb_bcms-84-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9864064898048673 0.7787033769399233 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.6, 'recall': 0.6, 'f1-score': 0.6, 'support': 35.0}, 'B-org': {'precision': 0.8636363636363636, 'recall': 0.7916666666666666, 'f1-score': 0.8260869565217391, 'support': 72.0}, 'B-per': {'precision': 0.9435897435897436, 'recall': 0.9108910891089109, 'f1-score': 0.9269521410579344, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.5555555555555556, 'recall': 0.3125, 'f1-score': 0.39999999999999997, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9919595681139444, 'recall': 0.9971134972866874, 'f1-score': 0.9945298554730234, 'support': 8661.0}, 'accuracy': 0.9864064898048673, 'macro avg': {'precision': 0.8252304920403031, 'recall': 0.7497809550934604, 'f1-score': 0.7787033769399233, 'support': 9122.0}, 'weighted avg': {'precision': 0.9854568473669996, 'recall': 0.9864064898048673, 'f1-score': 0.9856326903282497, 'support': 9122.0}}
08/09/2023 09:58:34 xlmrb_bcms-84 xlmrb_bcms-84-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9862968647226485 0.7839925231562676 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5757575757575758, 'recall': 0.5428571428571428, 'f1-score': 0.5588235294117646, 'support': 35.0}, 'B-org': {'precision': 0.8461538461538461, 'recall': 0.7638888888888888, 'f1-score': 0.802919708029197, 'support': 72.0}, 'B-per': {'precision': 0.9435897435897436, 'recall': 0.9108910891089109, 'f1-score': 0.9269521410579344, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5333333333333333, 'recall': 0.25, 'f1-score': 0.3404255319148936, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9916207529843893, 'recall': 0.9974598776122849, 'f1-score': 0.9945317446612559, 'support': 8661.0}, 'accuracy': 0.9862968647226485, 'macro avg': {'precision': 0.847500646360795, 'recall': 0.7434511892084249, 'f1-score': 0.7839925231562676, 'support': 9122.0}, 'weighted avg': {'precision': 0.9851006480693649, 'recall': 0.9862968647226485, 'f1-score': 0.9853377333992666, 'support': 9122.0}}
08/09/2023 10:02:26 xlmrb_bcms-96 xlmrb_bcms-96-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986625739969305 0.7810592287566356 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.5675675675675675, 'recall': 0.6, 'f1-score': 0.5833333333333333, 'support': 35.0}, 'B-org': {'precision': 0.9333333333333333, 'recall': 0.7777777777777778, 'f1-score': 0.8484848484848485, 'support': 72.0}, 'B-per': {'precision': 0.9306930693069307, 'recall': 0.9306930693069307, 'f1-score': 0.9306930693069307, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.5555555555555556, 'recall': 0.3125, 'f1-score': 0.39999999999999997, 'support': 32.0}, 'I-org': {'precision': 0.8333333333333334, 'recall': 0.625, 'f1-score': 0.7142857142857143, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9919577205882353, 'recall': 0.9968825770696225, 'f1-score': 0.9944140512525195, 'support': 8661.0}, 'accuracy': 0.986625739969305, 'macro avg': {'precision': 0.8270088487332863, 'recall': 0.7524768317771351, 'f1-score': 0.7810592287566356, 'support': 9122.0}, 'weighted avg': {'precision': 0.9858187227041523, 'recall': 0.986625739969305, 'f1-score': 0.9858814964887639, 'support': 9122.0}}
08/09/2023 10:05:59 xlmrb_bcms-96 xlmrb_bcms-96-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7855103301775693 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.6, 'f1-score': 0.6176470588235293, 'support': 35.0}, 'B-org': {'precision': 0.9333333333333333, 'recall': 0.7777777777777778, 'f1-score': 0.8484848484848485, 'support': 72.0}, 'B-per': {'precision': 0.9219512195121952, 'recall': 0.9356435643564357, 'f1-score': 0.9287469287469288, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5294117647058824, 'recall': 0.28125, 'f1-score': 0.3673469387755102, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9920753416791087, 'recall': 0.9973444175037525, 'f1-score': 0.9947029018885306, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8551608076010669, 'recall': 0.7415154057510305, 'f1-score': 0.7855103301775692, 'support': 9122.0}, 'weighted avg': {'precision': 0.9857792093734113, 'recall': 0.9868449901337426, 'f1-score': 0.9859287155521602, 'support': 9122.0}}
08/09/2023 10:09:33 xlmrb_bcms-96 xlmrb_bcms-96-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.7983749990024621 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5833333333333334, 'recall': 0.6, 'f1-score': 0.591549295774648, 'support': 35.0}, 'B-org': {'precision': 0.9322033898305084, 'recall': 0.7638888888888888, 'f1-score': 0.8396946564885496, 'support': 72.0}, 'B-per': {'precision': 0.9296482412060302, 'recall': 0.9158415841584159, 'f1-score': 0.9226932668329177, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.8181818181818182, 'recall': 0.28125, 'f1-score': 0.41860465116279066, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9918531267928858, 'recall': 0.9980371781549474, 'f1-score': 0.9949355432780848, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8839771121133639, 'recall': 0.7528432544819273, 'f1-score': 0.7983749990024621, 'support': 9122.0}, 'weighted avg': {'precision': 0.9867200600677095, 'recall': 0.9872834904626179, 'f1-score': 0.9863168977442137, 'support': 9122.0}}
08/09/2023 10:39:27 xlmrb_bcms-72 xlmrb_bcms-72-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9871738653803991 0.8027437186272497 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8888888888888888, 'recall': 0.851063829787234, 'f1-score': 0.8695652173913044, 'support': 47.0}, 'B-misc': {'precision': 0.6111111111111112, 'recall': 0.6285714285714286, 'f1-score': 0.619718309859155, 'support': 35.0}, 'B-org': {'precision': 0.8983050847457628, 'recall': 0.7361111111111112, 'f1-score': 0.8091603053435116, 'support': 72.0}, 'B-per': {'precision': 0.9166666666666666, 'recall': 0.9257425742574258, 'f1-score': 0.9211822660098522, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.8888888888888888, 'recall': 0.25, 'f1-score': 0.3902439024390244, 'support': 32.0}, 'I-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9920798898071626, 'recall': 0.9979217180464149, 'f1-score': 0.9949922293213607, 'support': 8661.0}, 'accuracy': 0.9871738653803991, 'macro avg': {'precision': 0.8964848093133693, 'recall': 0.7548985129858721, 'f1-score': 0.8027437186272497, 'support': 9122.0}, 'weighted avg': {'precision': 0.9866725385211648, 'recall': 0.9871738653803991, 'f1-score': 0.9861014524097877, 'support': 9122.0}}
08/09/2023 10:49:07 xlmrb_bcms-12 xlmrb_bcms-12-0 datasets/set.sr.plus.conllup_extracted.json 0.9911566412748446 0.9316252450298638 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9717948717948718, 'recall': 0.979328165374677, 'f1-score': 0.9755469755469756, 'support': 387.0}, 'B-misc': {'precision': 0.7647058823529411, 'recall': 0.7428571428571429, 'f1-score': 0.7536231884057971, 'support': 35.0}, 'B-org': {'precision': 0.9541666666666667, 'recall': 0.9123505976095617, 'f1-score': 0.9327902240325865, 'support': 251.0}, 'B-per': {'precision': 0.9678899082568807, 'recall': 0.9813953488372092, 'f1-score': 0.9745958429561201, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.92, 'recall': 0.8846153846153846, 'f1-score': 0.9019607843137256, 'support': 78.0}, 'I-org': {'precision': 0.8777777777777778, 'recall': 0.8926553672316384, 'f1-score': 0.8851540616246499, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9966259799543515, 'recall': 0.9977150804689052, 'f1-score': 0.9971702328352281, 'support': 10066.0}, 'accuracy': 0.9911566412748446, 'macro avg': {'precision': 0.9439262456666505, 'recall': 0.9204903100980534, 'f1-score': 0.9316252450298638, 'support': 11421.0}, 'weighted avg': {'precision': 0.9911244779811728, 'recall': 0.9911566412748446, 'f1-score': 0.9911073055801343, 'support': 11421.0}}
08/09/2023 10:51:16 xlmrb_bcms-12 xlmrb_bcms-12-1 datasets/set.sr.plus.conllup_extracted.json 0.9901935031958673 0.9235038978443901 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9694656488549618, 'recall': 0.9844961240310077, 'f1-score': 0.9769230769230769, 'support': 387.0}, 'B-misc': {'precision': 0.7058823529411765, 'recall': 0.6857142857142857, 'f1-score': 0.6956521739130436, 'support': 35.0}, 'B-org': {'precision': 0.9456066945606695, 'recall': 0.900398406374502, 'f1-score': 0.9224489795918367, 'support': 251.0}, 'B-per': {'precision': 0.9636363636363636, 'recall': 0.986046511627907, 'f1-score': 0.974712643678161, 'support': 215.0}, 'I-loc': {'precision': 0.96, 'recall': 0.8727272727272727, 'f1-score': 0.9142857142857144, 'support': 55.0}, 'I-misc': {'precision': 0.9436619718309859, 'recall': 0.8589743589743589, 'f1-score': 0.8993288590604026, 'support': 78.0}, 'I-org': {'precision': 0.8603351955307262, 'recall': 0.8700564971751412, 'f1-score': 0.8651685393258427, 'support': 177.0}, 'I-per': {'precision': 0.993006993006993, 'recall': 0.9861111111111112, 'f1-score': 0.9895470383275262, 'support': 144.0}, 'O': {'precision': 0.9963290008929457, 'recall': 0.9976157361414664, 'f1-score': 0.9969719533382975, 'support': 10066.0}, 'accuracy': 0.9901935031958673, 'macro avg': {'precision': 0.9337924221254822, 'recall': 0.9142140303877051, 'f1-score': 0.9235038978443901, 'support': 11421.0}, 'weighted avg': {'precision': 0.9901185430671142, 'recall': 0.9901935031958673, 'f1-score': 0.9901144927502065, 'support': 11421.0}}
08/09/2023 10:53:25 xlmrb_bcms-12 xlmrb_bcms-12-2 datasets/set.sr.plus.conllup_extracted.json 0.9901935031958673 0.9220759830758372 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.969309462915601, 'recall': 0.979328165374677, 'f1-score': 0.9742930591259641, 'support': 387.0}, 'B-misc': {'precision': 0.7058823529411765, 'recall': 0.6857142857142857, 'f1-score': 0.6956521739130436, 'support': 35.0}, 'B-org': {'precision': 0.9416666666666667, 'recall': 0.900398406374502, 'f1-score': 0.9205702647657842, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.96, 'recall': 0.8727272727272727, 'f1-score': 0.9142857142857144, 'support': 55.0}, 'I-misc': {'precision': 0.9154929577464789, 'recall': 0.8333333333333334, 'f1-score': 0.87248322147651, 'support': 78.0}, 'I-org': {'precision': 0.8611111111111112, 'recall': 0.8757062146892656, 'f1-score': 0.8683473389355743, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9964278626711649, 'recall': 0.9976157361414664, 'f1-score': 0.9970214455917396, 'support': 10066.0}, 'accuracy': 0.9901935031958673, 'macro avg': {'precision': 0.9315596602054089, 'recall': 0.9135521088773407, 'f1-score': 0.9220759830758369, 'support': 11421.0}, 'weighted avg': {'precision': 0.990103445096425, 'recall': 0.9901935031958673, 'f1-score': 0.9901108246884772, 'support': 11421.0}}
08/09/2023 10:55:55 xlmrb_bcms-24 xlmrb_bcms-24-0 datasets/set.sr.plus.conllup_extracted.json 0.9903686192102268 0.9184212979366461 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9768637532133676, 'recall': 0.9819121447028424, 'f1-score': 0.979381443298969, 'support': 387.0}, 'B-misc': {'precision': 0.7333333333333333, 'recall': 0.6285714285714286, 'f1-score': 0.6769230769230768, 'support': 35.0}, 'B-org': {'precision': 0.9462809917355371, 'recall': 0.9123505976095617, 'f1-score': 0.9290060851926977, 'support': 251.0}, 'B-per': {'precision': 0.963963963963964, 'recall': 0.9953488372093023, 'f1-score': 0.9794050343249429, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8545454545454545, 'f1-score': 0.9215686274509803, 'support': 55.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.8461538461538461, 'f1-score': 0.8799999999999999, 'support': 78.0}, 'I-org': {'precision': 0.861878453038674, 'recall': 0.8813559322033898, 'f1-score': 0.8715083798882682, 'support': 177.0}, 'I-per': {'precision': 0.993006993006993, 'recall': 0.9861111111111112, 'f1-score': 0.9895470383275262, 'support': 144.0}, 'O': {'precision': 0.9960329267083209, 'recall': 0.9977150804689052, 'f1-score': 0.996873293959998, 'support': 10066.0}, 'accuracy': 0.9903686192102268, 'macro avg': {'precision': 0.9388027081666855, 'recall': 0.9007141355652765, 'f1-score': 0.9184212979366461, 'support': 11421.0}, 'weighted avg': {'precision': 0.9902455698944858, 'recall': 0.9903686192102268, 'f1-score': 0.990241672732928, 'support': 11421.0}}
08/09/2023 10:58:06 xlmrb_bcms-24 xlmrb_bcms-24-1 datasets/set.sr.plus.conllup_extracted.json 0.9910690832676649 0.9304282218503553 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9844961240310077, 'recall': 0.9844961240310077, 'f1-score': 0.9844961240310077, 'support': 387.0}, 'B-misc': {'precision': 0.7878787878787878, 'recall': 0.7428571428571429, 'f1-score': 0.7647058823529412, 'support': 35.0}, 'B-org': {'precision': 0.9349593495934959, 'recall': 0.9163346613545816, 'f1-score': 0.9255533199195171, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.8961038961038961, 'recall': 0.8846153846153846, 'f1-score': 0.8903225806451613, 'support': 78.0}, 'I-org': {'precision': 0.8633879781420765, 'recall': 0.8926553672316384, 'f1-score': 0.8777777777777777, 'support': 177.0}, 'I-per': {'precision': 1.0, 'recall': 0.9861111111111112, 'f1-score': 0.993006993006993, 'support': 144.0}, 'O': {'precision': 0.9967239154174526, 'recall': 0.9974170474865885, 'f1-score': 0.9970703609911118, 'support': 10066.0}, 'accuracy': 0.9910690832676649, 'macro avg': {'precision': 0.9431731869348535, 'recall': 0.9190988708910256, 'f1-score': 0.9304282218503552, 'support': 11421.0}, 'weighted avg': {'precision': 0.9910820728353161, 'recall': 0.9910690832676649, 'f1-score': 0.9910417247114035, 'support': 11421.0}}
08/09/2023 11:00:15 xlmrb_bcms-24 xlmrb_bcms-24-2 datasets/set.sr.plus.conllup_extracted.json 0.9908064092461255 0.9248777015294367 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9718670076726342, 'recall': 0.9819121447028424, 'f1-score': 0.9768637532133676, 'support': 387.0}, 'B-misc': {'precision': 0.7931034482758621, 'recall': 0.6571428571428571, 'f1-score': 0.71875, 'support': 35.0}, 'B-org': {'precision': 0.941908713692946, 'recall': 0.9043824701195219, 'f1-score': 0.9227642276422765, 'support': 251.0}, 'B-per': {'precision': 0.963963963963964, 'recall': 0.9953488372093023, 'f1-score': 0.9794050343249429, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.9305555555555556, 'recall': 0.8589743589743589, 'f1-score': 0.8933333333333334, 'support': 78.0}, 'I-org': {'precision': 0.8586956521739131, 'recall': 0.8926553672316384, 'f1-score': 0.8753462603878116, 'support': 177.0}, 'I-per': {'precision': 0.9930555555555556, 'recall': 0.9930555555555556, 'f1-score': 0.9930555555555556, 'support': 144.0}, 'O': {'precision': 0.9966263147449891, 'recall': 0.9978144247963441, 'f1-score': 0.9972200158856236, 'support': 10066.0}, 'accuracy': 0.9908064092461255, 'macro avg': {'precision': 0.9449776211635419, 'recall': 0.9077090211536616, 'f1-score': 0.9248777015294369, 'support': 11421.0}, 'weighted avg': {'precision': 0.9907324612590247, 'recall': 0.9908064092461255, 'f1-score': 0.9906981463906233, 'support': 11421.0}}
08/09/2023 11:02:46 xlmrb_bcms-36 xlmrb_bcms-36-0 datasets/set.sr.plus.conllup_extracted.json 0.9914193152963838 0.9316417328034957 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9768637532133676, 'recall': 0.9819121447028424, 'f1-score': 0.979381443298969, 'support': 387.0}, 'B-misc': {'precision': 0.7428571428571429, 'recall': 0.7428571428571429, 'f1-score': 0.7428571428571429, 'support': 35.0}, 'B-org': {'precision': 0.9541666666666667, 'recall': 0.9123505976095617, 'f1-score': 0.9327902240325865, 'support': 251.0}, 'B-per': {'precision': 0.9638009049773756, 'recall': 0.9906976744186047, 'f1-score': 0.9770642201834864, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9315068493150684, 'recall': 0.8717948717948718, 'f1-score': 0.9006622516556291, 'support': 78.0}, 'I-org': {'precision': 0.8797814207650273, 'recall': 0.9096045197740112, 'f1-score': 0.8944444444444445, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9969221604447974, 'recall': 0.9975163918140274, 'f1-score': 0.9972191876055219, 'support': 10066.0}, 'accuracy': 0.9914193152963838, 'macro avg': {'precision': 0.9425490734974138, 'recall': 0.9220719356957077, 'f1-score': 0.9316417328034957, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914383887265699, 'recall': 0.9914193152963838, 'f1-score': 0.9913859402728102, 'support': 11421.0}}
08/09/2023 11:05:16 xlmrb_bcms-36 xlmrb_bcms-36-1 datasets/set.sr.plus.conllup_extracted.json 0.9911566412748446 0.9295068302035914 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9692307692307692, 'recall': 0.9767441860465116, 'f1-score': 0.9729729729729729, 'support': 387.0}, 'B-misc': {'precision': 0.7878787878787878, 'recall': 0.7428571428571429, 'f1-score': 0.7647058823529412, 'support': 35.0}, 'B-org': {'precision': 0.9390243902439024, 'recall': 0.9203187250996016, 'f1-score': 0.9295774647887323, 'support': 251.0}, 'B-per': {'precision': 0.954954954954955, 'recall': 0.986046511627907, 'f1-score': 0.9702517162471395, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8363636363636363, 'f1-score': 0.9108910891089108, 'support': 55.0}, 'I-misc': {'precision': 0.9324324324324325, 'recall': 0.8846153846153846, 'f1-score': 0.9078947368421053, 'support': 78.0}, 'I-org': {'precision': 0.9011627906976745, 'recall': 0.8757062146892656, 'f1-score': 0.8882521489971347, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9967261904761905, 'recall': 0.9981124577786609, 'f1-score': 0.9974188424501143, 'support': 10066.0}, 'accuracy': 0.9911566412748446, 'macro avg': {'precision': 0.9467711685777725, 'recall': 0.9143841182155032, 'f1-score': 0.9295068302035914, 'support': 11421.0}, 'weighted avg': {'precision': 0.9910679692506282, 'recall': 0.9911566412748446, 'f1-score': 0.9910580249960372, 'support': 11421.0}}
08/09/2023 11:07:41 xlmrb_bcms-36 xlmrb_bcms-36-2 datasets/set.sr.plus.conllup_extracted.json 0.9910690832676649 0.9289551827100766 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9720101781170484, 'recall': 0.9870801033591732, 'f1-score': 0.9794871794871794, 'support': 387.0}, 'B-misc': {'precision': 0.7575757575757576, 'recall': 0.7142857142857143, 'f1-score': 0.7352941176470589, 'support': 35.0}, 'B-org': {'precision': 0.9465020576131687, 'recall': 0.9163346613545816, 'f1-score': 0.9311740890688258, 'support': 251.0}, 'B-per': {'precision': 0.954954954954955, 'recall': 0.986046511627907, 'f1-score': 0.9702517162471395, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.92, 'recall': 0.8846153846153846, 'f1-score': 0.9019607843137256, 'support': 78.0}, 'I-org': {'precision': 0.8926553672316384, 'recall': 0.8926553672316384, 'f1-score': 0.8926553672316384, 'support': 177.0}, 'I-per': {'precision': 0.9862068965517241, 'recall': 0.9930555555555556, 'f1-score': 0.9896193771626298, 'support': 144.0}, 'O': {'precision': 0.9967239154174526, 'recall': 0.9974170474865885, 'f1-score': 0.9970703609911118, 'support': 10066.0}, 'accuracy': 0.9910690832676649, 'macro avg': {'precision': 0.9426629127461746, 'recall': 0.916729454132074, 'f1-score': 0.9289551827100766, 'support': 11421.0}, 'weighted avg': {'precision': 0.9910136720005427, 'recall': 0.9910690832676649, 'f1-score': 0.9910022037540799, 'support': 11421.0}}
08/09/2023 11:10:30 xlmrb_bcms-48 xlmrb_bcms-48-0 datasets/set.sr.plus.conllup_extracted.json 0.9915944313107433 0.9320899070780204 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9870466321243523, 'recall': 0.9844961240310077, 'f1-score': 0.9857697283311773, 'support': 387.0}, 'B-misc': {'precision': 0.7105263157894737, 'recall': 0.7714285714285715, 'f1-score': 0.7397260273972601, 'support': 35.0}, 'B-org': {'precision': 0.9585062240663901, 'recall': 0.9203187250996016, 'f1-score': 0.9390243902439024, 'support': 251.0}, 'B-per': {'precision': 0.9771689497716894, 'recall': 0.9953488372093023, 'f1-score': 0.9861751152073732, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9428571428571428, 'recall': 0.8461538461538461, 'f1-score': 0.8918918918918919, 'support': 78.0}, 'I-org': {'precision': 0.8757062146892656, 'recall': 0.8757062146892656, 'f1-score': 0.8757062146892655, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9963300932354692, 'recall': 0.997913769123783, 'f1-score': 0.9971213023625174, 'support': 10066.0}, 'accuracy': 0.9915944313107433, 'macro avg': {'precision': 0.9434442942396798, 'recall': 0.9223533919903211, 'f1-score': 0.9320899070780202, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916085130056647, 'recall': 0.9915944313107433, 'f1-score': 0.9915563009916136, 'support': 11421.0}}
08/09/2023 11:12:54 xlmrb_bcms-48 xlmrb_bcms-48-1 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9314664620252362 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9792746113989638, 'recall': 0.9767441860465116, 'f1-score': 0.9780077619663649, 'support': 387.0}, 'B-misc': {'precision': 0.7647058823529411, 'recall': 0.7428571428571429, 'f1-score': 0.7536231884057971, 'support': 35.0}, 'B-org': {'precision': 0.9462809917355371, 'recall': 0.9123505976095617, 'f1-score': 0.9290060851926977, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.9444444444444444, 'recall': 0.8717948717948718, 'f1-score': 0.9066666666666667, 'support': 78.0}, 'I-org': {'precision': 0.8633879781420765, 'recall': 0.8926553672316384, 'f1-score': 0.8777777777777777, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9964289257018153, 'recall': 0.997913769123783, 'f1-score': 0.9971707946592544, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.9464690502235126, 'recall': 0.9180817804886312, 'f1-score': 0.9314664620252362, 'support': 11421.0}, 'weighted avg': {'precision': 0.9912333524404897, 'recall': 0.9912441992820243, 'f1-score': 0.9911936208750585, 'support': 11421.0}}
08/09/2023 11:15:18 xlmrb_bcms-48 xlmrb_bcms-48-2 datasets/set.sr.plus.conllup_extracted.json 0.9914193152963838 0.9330017111745839 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9794344473007712, 'recall': 0.9844961240310077, 'f1-score': 0.981958762886598, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.7714285714285715, 'f1-score': 0.7605633802816902, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.8765432098765432, 'recall': 0.9102564102564102, 'f1-score': 0.8930817610062893, 'support': 78.0}, 'I-org': {'precision': 0.8715083798882681, 'recall': 0.8813559322033898, 'f1-score': 0.8764044943820224, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9970202622169249, 'recall': 0.9972183588317107, 'f1-score': 0.9971193006854078, 'support': 10066.0}, 'accuracy': 0.9914193152963838, 'macro avg': {'precision': 0.9379611579150055, 'recall': 0.9287939628437127, 'f1-score': 0.9330017111745839, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914641997899564, 'recall': 0.9914193152963838, 'f1-score': 0.9914223293607581, 'support': 11421.0}}
08/09/2023 11:18:09 xlmrb_bcms-60 xlmrb_bcms-60-0 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9328679806459445 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9844559585492227, 'recall': 0.9819121447028424, 'f1-score': 0.983182406209573, 'support': 387.0}, 'B-misc': {'precision': 0.78125, 'recall': 0.7142857142857143, 'f1-score': 0.7462686567164178, 'support': 35.0}, 'B-org': {'precision': 0.9669421487603306, 'recall': 0.9322709163346613, 'f1-score': 0.949290060851927, 'support': 251.0}, 'B-per': {'precision': 0.981651376146789, 'recall': 0.9953488372093023, 'f1-score': 0.9884526558891455, 'support': 215.0}, 'I-loc': {'precision': 0.9795918367346939, 'recall': 0.8727272727272727, 'f1-score': 0.923076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9305555555555556, 'recall': 0.8589743589743589, 'f1-score': 0.8933333333333334, 'support': 78.0}, 'I-org': {'precision': 0.8791208791208791, 'recall': 0.903954802259887, 'f1-score': 0.8913649025069638, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9963304572051969, 'recall': 0.9980131134512219, 'f1-score': 0.9971710754876172, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9493001660348529, 'recall': 0.9180564083022184, 'f1-score': 0.9328679806459445, 'support': 11421.0}, 'weighted avg': {'precision': 0.991963951484662, 'recall': 0.9920322213466422, 'f1-score': 0.9919557582482535, 'support': 11421.0}}
08/09/2023 11:20:35 xlmrb_bcms-60 xlmrb_bcms-60-1 datasets/set.sr.plus.conllup_extracted.json 0.9910690832676649 0.9306915571441415 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.979328165374677, 'recall': 0.979328165374677, 'f1-score': 0.979328165374677, 'support': 387.0}, 'B-misc': {'precision': 0.7878787878787878, 'recall': 0.7428571428571429, 'f1-score': 0.7647058823529412, 'support': 35.0}, 'B-org': {'precision': 0.9508196721311475, 'recall': 0.9243027888446215, 'f1-score': 0.9373737373737373, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.8461538461538461, 'f1-score': 0.8799999999999999, 'support': 78.0}, 'I-org': {'precision': 0.861878453038674, 'recall': 0.8813559322033898, 'f1-score': 0.8715083798882682, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964278626711649, 'recall': 0.9976157361414664, 'f1-score': 0.9970214455917396, 'support': 10066.0}, 'accuracy': 0.9910690832676649, 'macro avg': {'precision': 0.945190371735016, 'recall': 0.9176297299979762, 'f1-score': 0.9306915571441415, 'support': 11421.0}, 'weighted avg': {'precision': 0.9910221375902142, 'recall': 0.9910690832676649, 'f1-score': 0.9910087605741993, 'support': 11421.0}}
08/09/2023 11:22:58 xlmrb_bcms-60 xlmrb_bcms-60-2 datasets/set.sr.plus.conllup_extracted.json 0.9904561772174065 0.9275002937565073 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9844155844155844, 'recall': 0.979328165374677, 'f1-score': 0.9818652849740933, 'support': 387.0}, 'B-misc': {'precision': 0.7368421052631579, 'recall': 0.8, 'f1-score': 0.7671232876712328, 'support': 35.0}, 'B-org': {'precision': 0.9317269076305221, 'recall': 0.9243027888446215, 'f1-score': 0.9279999999999999, 'support': 251.0}, 'B-per': {'precision': 0.9769585253456221, 'recall': 0.986046511627907, 'f1-score': 0.9814814814814816, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8545454545454545, 'f1-score': 0.9215686274509803, 'support': 55.0}, 'I-misc': {'precision': 0.9054054054054054, 'recall': 0.8589743589743589, 'f1-score': 0.881578947368421, 'support': 78.0}, 'I-org': {'precision': 0.8516483516483516, 'recall': 0.8757062146892656, 'f1-score': 0.863509749303621, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9965246748088571, 'recall': 0.9970196701768329, 'f1-score': 0.9967721110393802, 'support': 10066.0}, 'accuracy': 0.9904561772174065, 'macro avg': {'precision': 0.9369822924380514, 'recall': 0.919900008731004, 'f1-score': 0.9275002937565073, 'support': 11421.0}, 'weighted avg': {'precision': 0.990550389227495, 'recall': 0.9904561772174065, 'f1-score': 0.9904617216686274, 'support': 11421.0}}
08/09/2023 11:25:51 xlmrb_bcms-72 xlmrb_bcms-72-0 datasets/set.sr.plus.conllup_extracted.json 0.9913317572892041 0.9311735428509674 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9845360824742269, 'recall': 0.9870801033591732, 'f1-score': 0.9858064516129033, 'support': 387.0}, 'B-misc': {'precision': 0.7272727272727273, 'recall': 0.6857142857142857, 'f1-score': 0.7058823529411764, 'support': 35.0}, 'B-org': {'precision': 0.9390243902439024, 'recall': 0.9203187250996016, 'f1-score': 0.9295774647887323, 'support': 251.0}, 'B-per': {'precision': 0.9771689497716894, 'recall': 0.9953488372093023, 'f1-score': 0.9861751152073732, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9428571428571428, 'recall': 0.8461538461538461, 'f1-score': 0.8918918918918919, 'support': 78.0}, 'I-org': {'precision': 0.8586956521739131, 'recall': 0.8926553672316384, 'f1-score': 0.8753462603878116, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9968228752978554, 'recall': 0.9974170474865885, 'f1-score': 0.9971198728771478, 'support': 10066.0}, 'accuracy': 0.9913317572892041, 'macro avg': {'precision': 0.9399873425230064, 'recall': 0.9233779121345347, 'f1-score': 0.9311735428509673, 'support': 11421.0}, 'weighted avg': {'precision': 0.991308639438686, 'recall': 0.9913317572892041, 'f1-score': 0.9912849655155335, 'support': 11421.0}}
08/09/2023 11:28:16 xlmrb_bcms-72 xlmrb_bcms-72-1 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9325749117439048 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9844559585492227, 'recall': 0.9819121447028424, 'f1-score': 0.983182406209573, 'support': 387.0}, 'B-misc': {'precision': 0.7027027027027027, 'recall': 0.7428571428571429, 'f1-score': 0.7222222222222223, 'support': 35.0}, 'B-org': {'precision': 0.9467213114754098, 'recall': 0.9203187250996016, 'f1-score': 0.9333333333333333, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9607843137254902, 'recall': 0.8909090909090909, 'f1-score': 0.9245283018867925, 'support': 55.0}, 'I-misc': {'precision': 0.9324324324324325, 'recall': 0.8846153846153846, 'f1-score': 0.9078947368421053, 'support': 78.0}, 'I-org': {'precision': 0.8777777777777778, 'recall': 0.8926553672316384, 'f1-score': 0.8851540616246499, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9968222442899702, 'recall': 0.9972183588317107, 'f1-score': 0.9970202622169249, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.9356179928997838, 'recall': 0.9301183888666017, 'f1-score': 0.9325749117439048, 'support': 11421.0}, 'weighted avg': {'precision': 0.9912743921352749, 'recall': 0.9912441992820243, 'f1-score': 0.9912387471147702, 'support': 11421.0}}
08/09/2023 11:30:42 xlmrb_bcms-72 xlmrb_bcms-72-2 datasets/set.sr.plus.conllup_extracted.json 0.9903686192102268 0.9224269566792944 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9744245524296675, 'recall': 0.9844961240310077, 'f1-score': 0.9794344473007711, 'support': 387.0}, 'B-misc': {'precision': 0.7419354838709677, 'recall': 0.6571428571428571, 'f1-score': 0.6969696969696969, 'support': 35.0}, 'B-org': {'precision': 0.950207468879668, 'recall': 0.9123505976095617, 'f1-score': 0.9308943089430894, 'support': 251.0}, 'B-per': {'precision': 0.9768518518518519, 'recall': 0.9813953488372092, 'f1-score': 0.9791183294663574, 'support': 215.0}, 'I-loc': {'precision': 0.9433962264150944, 'recall': 0.9090909090909091, 'f1-score': 0.9259259259259259, 'support': 55.0}, 'I-misc': {'precision': 0.953125, 'recall': 0.782051282051282, 'f1-score': 0.8591549295774649, 'support': 78.0}, 'I-org': {'precision': 0.8555555555555555, 'recall': 0.8700564971751412, 'f1-score': 0.8627450980392157, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9959349593495935, 'recall': 0.997913769123783, 'f1-score': 0.9969233822945613, 'support': 10066.0}, 'accuracy': 0.9903686192102268, 'macro avg': {'precision': 0.9377732468215413, 'recall': 0.9094497385061752, 'f1-score': 0.9224269566792944, 'support': 11421.0}, 'weighted avg': {'precision': 0.9902257105701914, 'recall': 0.9903686192102268, 'f1-score': 0.9902183292526057, 'support': 11421.0}}
08/09/2023 11:33:36 xlmrb_bcms-84 xlmrb_bcms-84-0 datasets/set.sr.plus.conllup_extracted.json 0.9903686192102268 0.9229469940659463 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9920844327176781, 'recall': 0.9715762273901809, 'f1-score': 0.9817232375979112, 'support': 387.0}, 'B-misc': {'precision': 0.7297297297297297, 'recall': 0.7714285714285715, 'f1-score': 0.75, 'support': 35.0}, 'B-org': {'precision': 0.9426229508196722, 'recall': 0.9163346613545816, 'f1-score': 0.9292929292929294, 'support': 251.0}, 'B-per': {'precision': 0.9769585253456221, 'recall': 0.986046511627907, 'f1-score': 0.9814814814814816, 'support': 215.0}, 'I-loc': {'precision': 0.9787234042553191, 'recall': 0.8363636363636363, 'f1-score': 0.9019607843137255, 'support': 55.0}, 'I-misc': {'precision': 0.9420289855072463, 'recall': 0.8333333333333334, 'f1-score': 0.8843537414965987, 'support': 78.0}, 'I-org': {'precision': 0.8333333333333334, 'recall': 0.8757062146892656, 'f1-score': 0.8539944903581267, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9961321035406129, 'recall': 0.9978144247963441, 'f1-score': 0.9969725544692043, 'support': 10066.0}, 'accuracy': 0.9903686192102268, 'macro avg': {'precision': 0.9371205301983908, 'recall': 0.9111680504060743, 'f1-score': 0.9229469940659462, 'support': 11421.0}, 'weighted avg': {'precision': 0.9904611405691744, 'recall': 0.9903686192102268, 'f1-score': 0.9903435420447726, 'support': 11421.0}}
08/09/2023 11:36:03 xlmrb_bcms-84 xlmrb_bcms-84-1 datasets/set.sr.plus.conllup_extracted.json 0.9900183871815077 0.9194167726006321 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.984375, 'recall': 0.9767441860465116, 'f1-score': 0.980544747081712, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.6857142857142857, 'f1-score': 0.7164179104477612, 'support': 35.0}, 'B-org': {'precision': 0.9426229508196722, 'recall': 0.9163346613545816, 'f1-score': 0.9292929292929294, 'support': 251.0}, 'B-per': {'precision': 0.9551569506726457, 'recall': 0.9906976744186047, 'f1-score': 0.9726027397260273, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8181818181818182, 'f1-score': 0.9, 'support': 55.0}, 'I-misc': {'precision': 0.9130434782608695, 'recall': 0.8076923076923077, 'f1-score': 0.8571428571428572, 'support': 78.0}, 'I-org': {'precision': 0.8297872340425532, 'recall': 0.8813559322033898, 'f1-score': 0.8547945205479451, 'support': 177.0}, 'I-per': {'precision': 0.972972972972973, 'recall': 1.0, 'f1-score': 0.9863013698630138, 'support': 144.0}, 'O': {'precision': 0.9966253101736973, 'recall': 0.9975163918140274, 'f1-score': 0.9970706519040763, 'support': 10066.0}, 'accuracy': 0.9900183871815077, 'macro avg': {'precision': 0.934458389694241, 'recall': 0.9074237257425526, 'f1-score': 0.9194167726006321, 'support': 11421.0}, 'weighted avg': {'precision': 0.9900523983974068, 'recall': 0.9900183871815077, 'f1-score': 0.9899399273794546, 'support': 11421.0}}
08/09/2023 11:38:31 xlmrb_bcms-84 xlmrb_bcms-84-2 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9283191658680234 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.979328165374677, 'recall': 0.979328165374677, 'f1-score': 0.979328165374677, 'support': 387.0}, 'B-misc': {'precision': 0.7666666666666667, 'recall': 0.6571428571428571, 'f1-score': 0.7076923076923077, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9795918367346939, 'recall': 0.8727272727272727, 'f1-score': 0.923076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9178082191780822, 'recall': 0.8589743589743589, 'f1-score': 0.8874172185430463, 'support': 78.0}, 'I-org': {'precision': 0.8764044943820225, 'recall': 0.8813559322033898, 'f1-score': 0.8788732394366198, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964296340374889, 'recall': 0.9981124577786609, 'f1-score': 0.9972703359968236, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.9425257658963917, 'recall': 0.9158657443719422, 'f1-score': 0.9283191658680237, 'support': 11421.0}, 'weighted avg': {'precision': 0.991091989706408, 'recall': 0.9912441992820243, 'f1-score': 0.9911230565920967, 'support': 11421.0}}
08/09/2023 11:41:26 xlmrb_bcms-96 xlmrb_bcms-96-0 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9302279140098472 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9922077922077922, 'recall': 0.9870801033591732, 'f1-score': 0.9896373056994819, 'support': 387.0}, 'B-misc': {'precision': 0.78125, 'recall': 0.7142857142857143, 'f1-score': 0.7462686567164178, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.9615384615384616, 'recall': 0.9090909090909091, 'f1-score': 0.9345794392523366, 'support': 55.0}, 'I-misc': {'precision': 0.9552238805970149, 'recall': 0.8205128205128205, 'f1-score': 0.8827586206896552, 'support': 78.0}, 'I-org': {'precision': 0.8681318681318682, 'recall': 0.8926553672316384, 'f1-score': 0.8802228412256268, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9961324871082904, 'recall': 0.997913769123783, 'f1-score': 0.9970223325062035, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.9467934053717924, 'recall': 0.9155632006199168, 'f1-score': 0.9302279140098471, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914348213763479, 'recall': 0.9915068733035636, 'f1-score': 0.9914134598737896, 'support': 11421.0}}
08/09/2023 11:43:56 xlmrb_bcms-96 xlmrb_bcms-96-1 datasets/set.sr.plus.conllup_extracted.json 0.9907188512389458 0.9225267319747437 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9820051413881749, 'recall': 0.9870801033591732, 'f1-score': 0.9845360824742269, 'support': 387.0}, 'B-misc': {'precision': 0.71875, 'recall': 0.6571428571428571, 'f1-score': 0.6865671641791045, 'support': 35.0}, 'B-org': {'precision': 0.9625, 'recall': 0.9203187250996016, 'f1-score': 0.9409368635437881, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.984375, 'recall': 0.8076923076923077, 'f1-score': 0.8873239436619719, 'support': 78.0}, 'I-org': {'precision': 0.8816568047337278, 'recall': 0.8418079096045198, 'f1-score': 0.861271676300578, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.994950495049505, 'recall': 0.9983111464335387, 'f1-score': 0.9966279877020728, 'support': 10066.0}, 'accuracy': 0.9907188512389458, 'macro avg': {'precision': 0.9463141550760449, 'recall': 0.9017036737736616, 'f1-score': 0.9225267319747434, 'support': 11421.0}, 'weighted avg': {'precision': 0.9905282298944734, 'recall': 0.9907188512389458, 'f1-score': 0.9905254568056817, 'support': 11421.0}}
08/09/2023 11:46:23 xlmrb_bcms-96 xlmrb_bcms-96-2 datasets/set.sr.plus.conllup_extracted.json 0.9911566412748446 0.926776899208454 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.987012987012987, 'recall': 0.9819121447028424, 'f1-score': 0.9844559585492229, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.6857142857142857, 'f1-score': 0.7164179104477612, 'support': 35.0}, 'B-org': {'precision': 0.9471544715447154, 'recall': 0.9282868525896414, 'f1-score': 0.937625754527163, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9295774647887324, 'recall': 0.8461538461538461, 'f1-score': 0.8859060402684563, 'support': 78.0}, 'I-org': {'precision': 0.88, 'recall': 0.8700564971751412, 'f1-score': 0.8749999999999999, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9959349593495935, 'recall': 0.997913769123783, 'f1-score': 0.9969233822945613, 'support': 10066.0}, 'accuracy': 0.9911566412748446, 'macro avg': {'precision': 0.9435386070697918, 'recall': 0.9114721083864159, 'f1-score': 0.926776899208454, 'support': 11421.0}, 'weighted avg': {'precision': 0.9910099489529025, 'recall': 0.9911566412748446, 'f1-score': 0.9910482019372314, 'support': 11421.0}}
08/09/2023 15:17:35 xlmrl_bcms-6 xlmrl_bcms-6-1 datasets/hr500k.conllup_extracted.json 0.9904473529986325 0.9148717480366269 {'B-deriv-per': {'precision': 0.9428571428571428, 'recall': 0.868421052631579, 'f1-score': 0.904109589041096, 'support': 38.0}, 'B-loc': {'precision': 0.9570871261378413, 'recall': 0.9620915032679739, 'f1-score': 0.9595827900912648, 'support': 765.0}, 'B-misc': {'precision': 0.8547486033519553, 'recall': 0.8742857142857143, 'f1-score': 0.8644067796610171, 'support': 350.0}, 'B-org': {'precision': 0.9053333333333333, 'recall': 0.9101876675603218, 'f1-score': 0.9077540106951871, 'support': 746.0}, 'B-per': {'precision': 0.9586894586894587, 'recall': 0.9725433526011561, 'f1-score': 0.9655667144906743, 'support': 692.0}, 'I-loc': {'precision': 0.8936170212765957, 'recall': 0.7636363636363637, 'f1-score': 0.8235294117647058, 'support': 165.0}, 'I-misc': {'precision': 0.8770491803278688, 'recall': 0.8408644400785854, 'f1-score': 0.8585757271815446, 'support': 509.0}, 'I-org': {'precision': 0.8811188811188811, 'recall': 0.9048473967684022, 'f1-score': 0.8928255093002658, 'support': 557.0}, 'I-per': {'precision': 0.9604395604395605, 'recall': 0.9909297052154195, 'f1-score': 0.9754464285714286, 'support': 441.0}, 'O': {'precision': 0.9969948849104859, 'recall': 0.9968461653206043, 'f1-score': 0.9969205195690859, 'support': 46927.0}, 'accuracy': 0.9904473529986325, 'macro avg': {'precision': 0.9227935192443123, 'recall': 0.9084653361366121, 'f1-score': 0.9148717480366271, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904304527174436, 'recall': 0.9904473529986325, 'f1-score': 0.9904121573288964, 'support': 51190.0}}
08/09/2023 15:39:04 xlmrl_bcms-6 xlmrl_bcms-6-2 datasets/hr500k.conllup_extracted.json 0.9899785114280133 0.9139146372651699 {'B-deriv-per': {'precision': 0.9428571428571428, 'recall': 0.868421052631579, 'f1-score': 0.904109589041096, 'support': 38.0}, 'B-loc': {'precision': 0.9557867360208062, 'recall': 0.9607843137254902, 'f1-score': 0.9582790091264668, 'support': 765.0}, 'B-misc': {'precision': 0.8681948424068768, 'recall': 0.8657142857142858, 'f1-score': 0.8669527896995709, 'support': 350.0}, 'B-org': {'precision': 0.8901960784313725, 'recall': 0.9128686327077749, 'f1-score': 0.9013898080741232, 'support': 746.0}, 'B-per': {'precision': 0.9451476793248945, 'recall': 0.9710982658959537, 'f1-score': 0.9579472558802565, 'support': 692.0}, 'I-loc': {'precision': 0.9136690647482014, 'recall': 0.7696969696969697, 'f1-score': 0.8355263157894737, 'support': 165.0}, 'I-misc': {'precision': 0.8895966029723992, 'recall': 0.8231827111984283, 'f1-score': 0.8551020408163267, 'support': 509.0}, 'I-org': {'precision': 0.8559463986599665, 'recall': 0.9174147217235189, 'f1-score': 0.8856152512998267, 'support': 557.0}, 'I-per': {'precision': 0.9688195991091314, 'recall': 0.9863945578231292, 'f1-score': 0.9775280898876404, 'support': 441.0}, 'O': {'precision': 0.9969299648225136, 'recall': 0.9964625908325697, 'f1-score': 0.996696223036917, 'support': 46927.0}, 'accuracy': 0.9899785114280133, 'macro avg': {'precision': 0.9227144109353305, 'recall': 0.90720381019497, 'f1-score': 0.9139146372651699, 'support': 51190.0}, 'weighted avg': {'precision': 0.9900274702288095, 'recall': 0.9899785114280133, 'f1-score': 0.989952322770096, 'support': 51190.0}}
08/09/2023 16:00:52 xlmrl_bcms-12 xlmrl_bcms-12-1 datasets/hr500k.conllup_extracted.json 0.9908575893729245 0.9254290318531737 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9584954604409858, 'recall': 0.9660130718954248, 'f1-score': 0.9622395833333334, 'support': 765.0}, 'B-misc': {'precision': 0.8591954022988506, 'recall': 0.8542857142857143, 'f1-score': 0.8567335243553009, 'support': 350.0}, 'B-org': {'precision': 0.8994778067885117, 'recall': 0.9235924932975871, 'f1-score': 0.9113756613756614, 'support': 746.0}, 'B-per': {'precision': 0.9615384615384616, 'recall': 0.9754335260115607, 'f1-score': 0.9684361549497847, 'support': 692.0}, 'I-loc': {'precision': 0.9555555555555556, 'recall': 0.7818181818181819, 'f1-score': 0.86, 'support': 165.0}, 'I-misc': {'precision': 0.8767967145790554, 'recall': 0.8388998035363457, 'f1-score': 0.8574297188755019, 'support': 509.0}, 'I-org': {'precision': 0.8775510204081632, 'recall': 0.926391382405745, 'f1-score': 0.9013100436681223, 'support': 557.0}, 'I-per': {'precision': 0.9732142857142857, 'recall': 0.9886621315192744, 'f1-score': 0.9808773903262092, 'support': 441.0}, 'O': {'precision': 0.9971647836282242, 'recall': 0.996803545933045, 'f1-score': 0.9969841320587828, 'support': 46927.0}, 'accuracy': 0.9908575893729245, 'macro avg': {'precision': 0.9358989490952094, 'recall': 0.9172952482281825, 'f1-score': 0.9254290318531737, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909016192882835, 'recall': 0.9908575893729245, 'f1-score': 0.9908352246344474, 'support': 51190.0}}
08/09/2023 16:22:36 xlmrl_bcms-12 xlmrl_bcms-12-2 datasets/hr500k.conllup_extracted.json 0.9900957218206681 0.9182204735140542 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9521345407503234, 'recall': 0.9620915032679739, 'f1-score': 0.9570871261378414, 'support': 765.0}, 'B-misc': {'precision': 0.8559322033898306, 'recall': 0.8657142857142858, 'f1-score': 0.8607954545454546, 'support': 350.0}, 'B-org': {'precision': 0.897742363877822, 'recall': 0.9061662198391421, 'f1-score': 0.9019346230820547, 'support': 746.0}, 'B-per': {'precision': 0.9589235127478754, 'recall': 0.9783236994219653, 'f1-score': 0.9685264663805437, 'support': 692.0}, 'I-loc': {'precision': 0.9214285714285714, 'recall': 0.7818181818181819, 'f1-score': 0.8459016393442622, 'support': 165.0}, 'I-misc': {'precision': 0.8668032786885246, 'recall': 0.831041257367387, 'f1-score': 0.8485456369107321, 'support': 509.0}, 'I-org': {'precision': 0.8694885361552028, 'recall': 0.8850987432675045, 'f1-score': 0.8772241992882562, 'support': 557.0}, 'I-per': {'precision': 0.9690265486725663, 'recall': 0.9931972789115646, 'f1-score': 0.980963045912654, 'support': 441.0}, 'O': {'precision': 0.996824584958336, 'recall': 0.9967396168517059, 'f1-score': 0.9967820990942994, 'support': 46927.0}, 'accuracy': 0.9900957218206681, 'macro avg': {'precision': 0.9288304140669054, 'recall': 0.9094927628564973, 'f1-score': 0.9182204735140541, 'support': 51190.0}, 'weighted avg': {'precision': 0.990078565602967, 'recall': 0.9900957218206681, 'f1-score': 0.9900585688446647, 'support': 51190.0}}
08/09/2023 16:44:33 xlmrl_bcms-18 xlmrl_bcms-18-1 datasets/hr500k.conllup_extracted.json 0.990173862082438 0.9125439907578027 {'B-deriv-per': {'precision': 0.9428571428571428, 'recall': 0.868421052631579, 'f1-score': 0.904109589041096, 'support': 38.0}, 'B-loc': {'precision': 0.9595827900912647, 'recall': 0.9620915032679739, 'f1-score': 0.9608355091383811, 'support': 765.0}, 'B-misc': {'precision': 0.8543417366946778, 'recall': 0.8714285714285714, 'f1-score': 0.8628005657708627, 'support': 350.0}, 'B-org': {'precision': 0.9014454664914586, 'recall': 0.9195710455764075, 'f1-score': 0.9104180491041804, 'support': 746.0}, 'B-per': {'precision': 0.9586305278174037, 'recall': 0.9710982658959537, 'f1-score': 0.964824120603015, 'support': 692.0}, 'I-loc': {'precision': 0.9104477611940298, 'recall': 0.7393939393939394, 'f1-score': 0.8160535117056856, 'support': 165.0}, 'I-misc': {'precision': 0.8661257606490872, 'recall': 0.8388998035363457, 'f1-score': 0.8522954091816366, 'support': 509.0}, 'I-org': {'precision': 0.8544839255499154, 'recall': 0.9066427289048474, 'f1-score': 0.8797909407665505, 'support': 557.0}, 'I-per': {'precision': 0.970917225950783, 'recall': 0.9841269841269841, 'f1-score': 0.9774774774774774, 'support': 441.0}, 'O': {'precision': 0.9970791403718233, 'recall': 0.996590448995248, 'f1-score': 0.9968347347891422, 'support': 46927.0}, 'accuracy': 0.990173862082438, 'macro avg': {'precision': 0.9215911477667588, 'recall': 0.905826434375785, 'f1-score': 0.9125439907578027, 'support': 51190.0}, 'weighted avg': {'precision': 0.9902308344035037, 'recall': 0.990173862082438, 'f1-score': 0.9901591638349823, 'support': 51190.0}}
08/09/2023 17:05:33 xlmrl_bcms-18 xlmrl_bcms-18-2 datasets/hr500k.conllup_extracted.json 0.9907599140457121 0.921675304290696 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9633986928104575, 'recall': 0.9633986928104575, 'f1-score': 0.9633986928104575, 'support': 765.0}, 'B-misc': {'precision': 0.8717948717948718, 'recall': 0.8742857142857143, 'f1-score': 0.8730385164051355, 'support': 350.0}, 'B-org': {'precision': 0.910547396528705, 'recall': 0.9142091152815014, 'f1-score': 0.9123745819397994, 'support': 746.0}, 'B-per': {'precision': 0.9612625538020086, 'recall': 0.9682080924855492, 'f1-score': 0.964722822174226, 'support': 692.0}, 'I-loc': {'precision': 0.9214285714285714, 'recall': 0.7818181818181819, 'f1-score': 0.8459016393442622, 'support': 165.0}, 'I-misc': {'precision': 0.8822314049586777, 'recall': 0.8388998035363457, 'f1-score': 0.8600201409869083, 'support': 509.0}, 'I-org': {'precision': 0.8806228373702422, 'recall': 0.9138240574506283, 'f1-score': 0.8969162995594713, 'support': 557.0}, 'I-per': {'precision': 0.9622222222222222, 'recall': 0.981859410430839, 'f1-score': 0.9719416386083053, 'support': 441.0}, 'O': {'precision': 0.9967831959268018, 'recall': 0.997080571952181, 'f1-score': 0.9969318617633273, 'support': 46927.0}, 'accuracy': 0.9907599140457121, 'macro avg': {'precision': 0.932172031827113, 'recall': 0.9128320482156662, 'f1-score': 0.921675304290696, 'support': 51190.0}, 'weighted avg': {'precision': 0.9907303768502799, 'recall': 0.9907599140457121, 'f1-score': 0.9907156576048078, 'support': 51190.0}}
08/09/2023 17:27:05 xlmrl_bcms-24 xlmrl_bcms-24-1 datasets/hr500k.conllup_extracted.json 0.9910334049619066 0.9237531986695824 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9512195121951219, 'recall': 0.9686274509803922, 'f1-score': 0.9598445595854922, 'support': 765.0}, 'B-misc': {'precision': 0.8555555555555555, 'recall': 0.88, 'f1-score': 0.8676056338028169, 'support': 350.0}, 'B-org': {'precision': 0.9158751696065129, 'recall': 0.9048257372654156, 'f1-score': 0.9103169251517195, 'support': 746.0}, 'B-per': {'precision': 0.9739507959479016, 'recall': 0.9725433526011561, 'f1-score': 0.9732465654374548, 'support': 692.0}, 'I-loc': {'precision': 0.9290780141843972, 'recall': 0.793939393939394, 'f1-score': 0.8562091503267973, 'support': 165.0}, 'I-misc': {'precision': 0.8656126482213439, 'recall': 0.8605108055009824, 'f1-score': 0.8630541871921182, 'support': 509.0}, 'I-org': {'precision': 0.8964285714285715, 'recall': 0.9012567324955116, 'f1-score': 0.8988361683079676, 'support': 557.0}, 'I-per': {'precision': 0.9689578713968958, 'recall': 0.9909297052154195, 'f1-score': 0.9798206278026905, 'support': 441.0}, 'O': {'precision': 0.9970594502450458, 'recall': 0.9971231913397405, 'f1-score': 0.9970913197736982, 'support': 46927.0}, 'accuracy': 0.9910334049619066, 'macro avg': {'precision': 0.9325166160209918, 'recall': 0.9164493211443275, 'f1-score': 0.9237531986695824, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910291688184509, 'recall': 0.9910334049619066, 'f1-score': 0.9910089757051638, 'support': 51190.0}}
08/09/2023 17:48:09 xlmrl_bcms-24 xlmrl_bcms-24-2 datasets/hr500k.conllup_extracted.json 0.9905254932604024 0.9190187638399594 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9486521181001284, 'recall': 0.9660130718954248, 'f1-score': 0.9572538860103627, 'support': 765.0}, 'B-misc': {'precision': 0.8284182305630027, 'recall': 0.8828571428571429, 'f1-score': 0.8547717842323652, 'support': 350.0}, 'B-org': {'precision': 0.9158620689655173, 'recall': 0.8900804289544236, 'f1-score': 0.9027872195785182, 'support': 746.0}, 'B-per': {'precision': 0.9656160458452722, 'recall': 0.9739884393063584, 'f1-score': 0.9697841726618706, 'support': 692.0}, 'I-loc': {'precision': 0.9027777777777778, 'recall': 0.7878787878787878, 'f1-score': 0.8414239482200647, 'support': 165.0}, 'I-misc': {'precision': 0.8588235294117647, 'recall': 0.8605108055009824, 'f1-score': 0.8596663395485771, 'support': 509.0}, 'I-org': {'precision': 0.8907103825136612, 'recall': 0.8779174147217235, 'f1-score': 0.884267631103074, 'support': 557.0}, 'I-per': {'precision': 0.9688888888888889, 'recall': 0.9886621315192744, 'f1-score': 0.9786756453423121, 'support': 441.0}, 'O': {'precision': 0.9971019434026593, 'recall': 0.9971231913397405, 'f1-score': 0.9971125672580043, 'support': 46927.0}, 'accuracy': 0.9905254932604024, 'macro avg': {'precision': 0.9276850985468673, 'recall': 0.9119768256079123, 'f1-score': 0.9190187638399593, 'support': 51190.0}, 'weighted avg': {'precision': 0.990537463354903, 'recall': 0.9905254932604024, 'f1-score': 0.9905053280245949, 'support': 51190.0}}
08/09/2023 18:09:48 xlmrl_bcms-30 xlmrl_bcms-30-1 datasets/hr500k.conllup_extracted.json 0.9916389919906232 0.9311853328819362 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9546632124352331, 'recall': 0.9633986928104575, 'f1-score': 0.9590110605074821, 'support': 765.0}, 'B-misc': {'precision': 0.8509485094850948, 'recall': 0.8971428571428571, 'f1-score': 0.8734353268428372, 'support': 350.0}, 'B-org': {'precision': 0.9230769230769231, 'recall': 0.9168900804289544, 'f1-score': 0.9199731002017485, 'support': 746.0}, 'B-per': {'precision': 0.9644381223328592, 'recall': 0.9797687861271677, 'f1-score': 0.9720430107526882, 'support': 692.0}, 'I-loc': {'precision': 0.9236111111111112, 'recall': 0.806060606060606, 'f1-score': 0.86084142394822, 'support': 165.0}, 'I-misc': {'precision': 0.8829365079365079, 'recall': 0.8742632612966601, 'f1-score': 0.8785784797630799, 'support': 509.0}, 'I-org': {'precision': 0.8992932862190812, 'recall': 0.9138240574506283, 'f1-score': 0.906500445235975, 'support': 557.0}, 'I-per': {'precision': 0.9797752808988764, 'recall': 0.9886621315192744, 'f1-score': 0.984198645598194, 'support': 441.0}, 'O': {'precision': 0.997463173378243, 'recall': 0.997080571952181, 'f1-score': 0.9972718359691377, 'support': 46927.0}, 'accuracy': 0.9916389919906232, 'macro avg': {'precision': 0.9349179099846904, 'recall': 0.9284459465841419, 'f1-score': 0.9311853328819362, 'support': 51190.0}, 'weighted avg': {'precision': 0.9916757371824514, 'recall': 0.9916389919906232, 'f1-score': 0.9916378706828367, 'support': 51190.0}}
08/09/2023 18:30:55 xlmrl_bcms-30 xlmrl_bcms-30-2 datasets/hr500k.conllup_extracted.json 0.9909552647001367 0.9234958979598529 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9558441558441558, 'recall': 0.9620915032679739, 'f1-score': 0.9589576547231271, 'support': 765.0}, 'B-misc': {'precision': 0.8333333333333334, 'recall': 0.8857142857142857, 'f1-score': 0.8587257617728532, 'support': 350.0}, 'B-org': {'precision': 0.9253731343283582, 'recall': 0.9142091152815014, 'f1-score': 0.9197572488199596, 'support': 746.0}, 'B-per': {'precision': 0.9670014347202296, 'recall': 0.9739884393063584, 'f1-score': 0.9704823614110871, 'support': 692.0}, 'I-loc': {'precision': 0.9154929577464789, 'recall': 0.7878787878787878, 'f1-score': 0.8469055374592833, 'support': 165.0}, 'I-misc': {'precision': 0.8451492537313433, 'recall': 0.8899803536345776, 'f1-score': 0.8669856459330145, 'support': 509.0}, 'I-org': {'precision': 0.8845470692717584, 'recall': 0.8940754039497307, 'f1-score': 0.8892857142857143, 'support': 557.0}, 'I-per': {'precision': 0.9774774774774775, 'recall': 0.9841269841269841, 'f1-score': 0.9807909604519773, 'support': 441.0}, 'O': {'precision': 0.9974836329516132, 'recall': 0.9967609265454855, 'f1-score': 0.9971221487955659, 'support': 46927.0}, 'accuracy': 0.9909552647001367, 'macro avg': {'precision': 0.9273924671626972, 'recall': 0.9209878431284633, 'f1-score': 0.9234958979598528, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910771103382879, 'recall': 0.9909552647001367, 'f1-score': 0.9909877399990714, 'support': 51190.0}}
08/09/2023 18:52:31 xlmrl_bcms-36 xlmrl_bcms-36-1 datasets/hr500k.conllup_extracted.json 0.9913459660089862 0.9279223896351925 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9621903520208605, 'recall': 0.9647058823529412, 'f1-score': 0.9634464751958224, 'support': 765.0}, 'B-misc': {'precision': 0.8778409090909091, 'recall': 0.8828571428571429, 'f1-score': 0.8803418803418803, 'support': 350.0}, 'B-org': {'precision': 0.9174434087882823, 'recall': 0.9235924932975871, 'f1-score': 0.9205076820307282, 'support': 746.0}, 'B-per': {'precision': 0.9642346208869814, 'recall': 0.9739884393063584, 'f1-score': 0.9690869877785765, 'support': 692.0}, 'I-loc': {'precision': 0.8843537414965986, 'recall': 0.7878787878787878, 'f1-score': 0.8333333333333334, 'support': 165.0}, 'I-misc': {'precision': 0.8987854251012146, 'recall': 0.8722986247544204, 'f1-score': 0.8853439680957129, 'support': 509.0}, 'I-org': {'precision': 0.8767361111111112, 'recall': 0.9066427289048474, 'f1-score': 0.8914386584289498, 'support': 557.0}, 'I-per': {'precision': 0.9731543624161074, 'recall': 0.9863945578231292, 'f1-score': 0.9797297297297297, 'support': 441.0}, 'O': {'precision': 0.9971441967520566, 'recall': 0.9970379525646217, 'f1-score': 0.9970910718281495, 'support': 46927.0}, 'accuracy': 0.9913459660089862, 'macro avg': {'precision': 0.9351883127664122, 'recall': 0.9216449241318783, 'f1-score': 0.9279223896351925, 'support': 51190.0}, 'weighted avg': {'precision': 0.9913434662142846, 'recall': 0.9913459660089862, 'f1-score': 0.9913289010576786, 'support': 51190.0}}
08/09/2023 19:13:34 xlmrl_bcms-36 xlmrl_bcms-36-2 datasets/hr500k.conllup_extracted.json 0.9909357296346942 0.9284298121555195 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.9560723514211886, 'recall': 0.9673202614379085, 'f1-score': 0.9616634178037687, 'support': 765.0}, 'B-misc': {'precision': 0.8664772727272727, 'recall': 0.8714285714285714, 'f1-score': 0.868945868945869, 'support': 350.0}, 'B-org': {'precision': 0.9129287598944591, 'recall': 0.9276139410187667, 'f1-score': 0.9202127659574468, 'support': 746.0}, 'B-per': {'precision': 0.9590395480225988, 'recall': 0.9812138728323699, 'f1-score': 0.9699999999999999, 'support': 692.0}, 'I-loc': {'precision': 0.9172413793103448, 'recall': 0.806060606060606, 'f1-score': 0.8580645161290322, 'support': 165.0}, 'I-misc': {'precision': 0.8773006134969326, 'recall': 0.8428290766208252, 'f1-score': 0.8597194388777557, 'support': 509.0}, 'I-org': {'precision': 0.8871252204585538, 'recall': 0.9030520646319569, 'f1-score': 0.895017793594306, 'support': 557.0}, 'I-per': {'precision': 0.9753363228699552, 'recall': 0.9863945578231292, 'f1-score': 0.9808342728297632, 'support': 441.0}, 'O': {'precision': 0.9969945646381754, 'recall': 0.9967396168517059, 'f1-score': 0.9968670744442787, 'support': 46927.0}, 'accuracy': 0.9909357296346942, 'macro avg': {'precision': 0.934851603283948, 'recall': 0.9230020989758471, 'f1-score': 0.9284298121555195, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909253654467185, 'recall': 0.9909357296346942, 'f1-score': 0.9909108640842909, 'support': 51190.0}}
08/09/2023 19:35:09 xlmrl_bcms-42 xlmrl_bcms-42-1 datasets/hr500k.conllup_extracted.json 0.9910724750927916 0.9285298724382894 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9583875162548765, 'recall': 0.9633986928104575, 'f1-score': 0.9608865710560627, 'support': 765.0}, 'B-misc': {'precision': 0.8715083798882681, 'recall': 0.8914285714285715, 'f1-score': 0.8813559322033898, 'support': 350.0}, 'B-org': {'precision': 0.9067017082785808, 'recall': 0.9249329758713136, 'f1-score': 0.9157266091572661, 'support': 746.0}, 'B-per': {'precision': 0.9630681818181818, 'recall': 0.9797687861271677, 'f1-score': 0.9713467048710601, 'support': 692.0}, 'I-loc': {'precision': 0.9219858156028369, 'recall': 0.7878787878787878, 'f1-score': 0.8496732026143791, 'support': 165.0}, 'I-misc': {'precision': 0.8815261044176707, 'recall': 0.862475442043222, 'f1-score': 0.871896722939424, 'support': 509.0}, 'I-org': {'precision': 0.8782608695652174, 'recall': 0.9066427289048474, 'f1-score': 0.892226148409894, 'support': 557.0}, 'I-per': {'precision': 0.9841628959276018, 'recall': 0.9863945578231292, 'f1-score': 0.9852774631936579, 'support': 441.0}, 'O': {'precision': 0.9971431617098391, 'recall': 0.9966756877703667, 'f1-score': 0.9969093699377611, 'support': 46927.0}, 'accuracy': 0.9910724750927916, 'macro avg': {'precision': 0.9335717606436047, 'recall': 0.9246964651710494, 'f1-score': 0.9285298724382894, 'support': 51190.0}, 'weighted avg': {'precision': 0.9911111300995396, 'recall': 0.9910724750927916, 'f1-score': 0.9910680135327357, 'support': 51190.0}}
08/09/2023 19:56:20 xlmrl_bcms-42 xlmrl_bcms-42-2 datasets/hr500k.conllup_extracted.json 0.9909357296346942 0.9231033420588867 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.9509677419354838, 'recall': 0.9633986928104575, 'f1-score': 0.9571428571428572, 'support': 765.0}, 'B-misc': {'precision': 0.8587570621468926, 'recall': 0.8685714285714285, 'f1-score': 0.8636363636363636, 'support': 350.0}, 'B-org': {'precision': 0.9077540106951871, 'recall': 0.9101876675603218, 'f1-score': 0.9089692101740295, 'support': 746.0}, 'B-per': {'precision': 0.9642857142857143, 'recall': 0.9754335260115607, 'f1-score': 0.9698275862068966, 'support': 692.0}, 'I-loc': {'precision': 0.9420289855072463, 'recall': 0.7878787878787878, 'f1-score': 0.8580858085808581, 'support': 165.0}, 'I-misc': {'precision': 0.858508604206501, 'recall': 0.8821218074656189, 'f1-score': 0.8701550387596899, 'support': 509.0}, 'I-org': {'precision': 0.8824561403508772, 'recall': 0.9030520646319569, 'f1-score': 0.8926353149955635, 'support': 557.0}, 'I-per': {'precision': 0.9775280898876404, 'recall': 0.9863945578231292, 'f1-score': 0.9819413092550789, 'support': 441.0}, 'O': {'precision': 0.9973988316063281, 'recall': 0.996867475014384, 'f1-score': 0.9971330825224611, 'support': 46927.0}, 'accuracy': 0.9909357296346942, 'macro avg': {'precision': 0.9311113752050442, 'recall': 0.9168642849872908, 'f1-score': 0.9231033420588867, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910023125037414, 'recall': 0.9909357296346942, 'f1-score': 0.9909413404613414, 'support': 51190.0}}
08/09/2023 20:18:09 xlmrl_bcms-48 xlmrl_bcms-48-1 datasets/hr500k.conllup_extracted.json 0.9913850361398711 0.9274891701253007 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9573643410852714, 'recall': 0.9686274509803922, 'f1-score': 0.962962962962963, 'support': 765.0}, 'B-misc': {'precision': 0.8555555555555555, 'recall': 0.88, 'f1-score': 0.8676056338028169, 'support': 350.0}, 'B-org': {'precision': 0.9110225763612217, 'recall': 0.9195710455764075, 'f1-score': 0.9152768512341559, 'support': 746.0}, 'B-per': {'precision': 0.9641833810888252, 'recall': 0.9725433526011561, 'f1-score': 0.9683453237410071, 'support': 692.0}, 'I-loc': {'precision': 0.9290780141843972, 'recall': 0.793939393939394, 'f1-score': 0.8562091503267973, 'support': 165.0}, 'I-misc': {'precision': 0.8822355289421158, 'recall': 0.8683693516699411, 'f1-score': 0.8752475247524752, 'support': 509.0}, 'I-org': {'precision': 0.8994708994708994, 'recall': 0.9156193895870736, 'f1-score': 0.9074733096085409, 'support': 557.0}, 'I-per': {'precision': 0.9709821428571429, 'recall': 0.9863945578231292, 'f1-score': 0.9786276715410573, 'support': 441.0}, 'O': {'precision': 0.997356753069577, 'recall': 0.9970379525646217, 'f1-score': 0.9971973273372478, 'support': 46927.0}, 'accuracy': 0.9913850361398711, 'macro avg': {'precision': 0.9339471414837227, 'recall': 0.9223155126321062, 'f1-score': 0.9274891701253006, 'support': 51190.0}, 'weighted avg': {'precision': 0.9914072060045197, 'recall': 0.9913850361398711, 'f1-score': 0.9913744480553346, 'support': 51190.0}}
08/09/2023 20:39:49 xlmrl_bcms-48 xlmrl_bcms-48-2 datasets/hr500k.conllup_extracted.json 0.9910529400273491 0.9260514234137676 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9634464751958225, 'recall': 0.9647058823529412, 'f1-score': 0.9640757674722403, 'support': 765.0}, 'B-misc': {'precision': 0.8728323699421965, 'recall': 0.8628571428571429, 'f1-score': 0.8678160919540231, 'support': 350.0}, 'B-org': {'precision': 0.8959687906371911, 'recall': 0.9235924932975871, 'f1-score': 0.9095709570957096, 'support': 746.0}, 'B-per': {'precision': 0.9654178674351584, 'recall': 0.9682080924855492, 'f1-score': 0.9668109668109669, 'support': 692.0}, 'I-loc': {'precision': 0.948905109489051, 'recall': 0.7878787878787878, 'f1-score': 0.8609271523178808, 'support': 165.0}, 'I-misc': {'precision': 0.8927125506072875, 'recall': 0.8664047151277013, 'f1-score': 0.8793619142572283, 'support': 509.0}, 'I-org': {'precision': 0.8626465661641541, 'recall': 0.9245960502692998, 'f1-score': 0.8925476603119584, 'support': 557.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9841269841269841, 'f1-score': 0.9763779527559054, 'support': 441.0}, 'O': {'precision': 0.9973349252713046, 'recall': 0.9968248556268247, 'f1-score': 0.9970798252158158, 'support': 46927.0}, 'accuracy': 0.9910529400273491, 'macro avg': {'precision': 0.9340236876964388, 'recall': 0.9200247635601766, 'f1-score': 0.9260514234137673, 'support': 51190.0}, 'weighted avg': {'precision': 0.9911416910805673, 'recall': 0.9910529400273491, 'f1-score': 0.9910552361715919, 'support': 51190.0}}
08/09/2023 21:01:59 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-1 datasets/hr500k.conllup_extracted.json 0.9906427036530573 0.9227411094417601 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9584415584415584, 'recall': 0.9647058823529412, 'f1-score': 0.9615635179153094, 'support': 765.0}, 'B-misc': {'precision': 0.8519553072625698, 'recall': 0.8714285714285714, 'f1-score': 0.8615819209039548, 'support': 350.0}, 'B-org': {'precision': 0.9084880636604774, 'recall': 0.9182305630026809, 'f1-score': 0.9133333333333333, 'support': 746.0}, 'B-per': {'precision': 0.9589235127478754, 'recall': 0.9783236994219653, 'f1-score': 0.9685264663805437, 'support': 692.0}, 'I-loc': {'precision': 0.9236111111111112, 'recall': 0.806060606060606, 'f1-score': 0.86084142394822, 'support': 165.0}, 'I-misc': {'precision': 0.8714285714285714, 'recall': 0.8388998035363457, 'f1-score': 0.8548548548548548, 'support': 509.0}, 'I-org': {'precision': 0.8710801393728222, 'recall': 0.8976660682226212, 'f1-score': 0.8841732979664014, 'support': 557.0}, 'I-per': {'precision': 0.9774266365688488, 'recall': 0.981859410430839, 'f1-score': 0.9796380090497738, 'support': 441.0}, 'O': {'precision': 0.9970798252158158, 'recall': 0.9968248556268247, 'f1-score': 0.9969523241192643, 'support': 46927.0}, 'accuracy': 0.9906427036530573, 'macro avg': {'precision': 0.9290656948031872, 'recall': 0.9175052091662342, 'f1-score': 0.9227411094417602, 'support': 51190.0}, 'weighted avg': {'precision': 0.990658301991736, 'recall': 0.9906427036530573, 'f1-score': 0.9906292098035763, 'support': 51190.0}}
08/09/2023 21:23:20 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-2 datasets/hr500k.conllup_extracted.json 0.989841765969916 0.9123433063253066 {'B-deriv-per': {'precision': 0.9473684210526315, 'recall': 0.9473684210526315, 'f1-score': 0.9473684210526315, 'support': 38.0}, 'B-loc': {'precision': 0.9471649484536082, 'recall': 0.9607843137254902, 'f1-score': 0.9539260220635951, 'support': 765.0}, 'B-misc': {'precision': 0.8592375366568915, 'recall': 0.8371428571428572, 'f1-score': 0.8480463096960926, 'support': 350.0}, 'B-org': {'precision': 0.9006711409395973, 'recall': 0.8994638069705094, 'f1-score': 0.9000670690811535, 'support': 746.0}, 'B-per': {'precision': 0.9460227272727273, 'recall': 0.9624277456647399, 'f1-score': 0.9541547277936964, 'support': 692.0}, 'I-loc': {'precision': 0.8466666666666667, 'recall': 0.7696969696969697, 'f1-score': 0.8063492063492064, 'support': 165.0}, 'I-misc': {'precision': 0.9014989293361885, 'recall': 0.8271119842829077, 'f1-score': 0.8627049180327869, 'support': 509.0}, 'I-org': {'precision': 0.8706293706293706, 'recall': 0.8940754039497307, 'f1-score': 0.8821966341895483, 'support': 557.0}, 'I-per': {'precision': 0.9684684684684685, 'recall': 0.9750566893424036, 'f1-score': 0.9717514124293786, 'support': 441.0}, 'O': {'precision': 0.996592337017869, 'recall': 0.9971445010335201, 'f1-score': 0.9968683425649766, 'support': 46927.0}, 'accuracy': 0.989841765969916, 'macro avg': {'precision': 0.9184320546494019, 'recall': 0.9070272692861762, 'f1-score': 0.9123433063253066, 'support': 51190.0}, 'weighted avg': {'precision': 0.9897548237959641, 'recall': 0.989841765969916, 'f1-score': 0.989771942809884, 'support': 51190.0}}
08/09/2023 21:45:14 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-1 datasets/hr500k.conllup_extracted.json 0.9907599140457121 0.9275482943286244 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.9544270833333334, 'recall': 0.9581699346405229, 'f1-score': 0.9562948467058056, 'support': 765.0}, 'B-misc': {'precision': 0.8453038674033149, 'recall': 0.8742857142857143, 'f1-score': 0.8595505617977528, 'support': 350.0}, 'B-org': {'precision': 0.8980392156862745, 'recall': 0.920911528150134, 'f1-score': 0.9093315684976836, 'support': 746.0}, 'B-per': {'precision': 0.9670014347202296, 'recall': 0.9739884393063584, 'f1-score': 0.9704823614110871, 'support': 692.0}, 'I-loc': {'precision': 0.9166666666666666, 'recall': 0.8, 'f1-score': 0.854368932038835, 'support': 165.0}, 'I-misc': {'precision': 0.8922764227642277, 'recall': 0.862475442043222, 'f1-score': 0.8771228771228771, 'support': 509.0}, 'I-org': {'precision': 0.8717948717948718, 'recall': 0.9156193895870736, 'f1-score': 0.893169877408056, 'support': 557.0}, 'I-per': {'precision': 0.9798206278026906, 'recall': 0.9909297052154195, 'f1-score': 0.9853438556933483, 'support': 441.0}, 'O': {'precision': 0.9971852009809148, 'recall': 0.9965052102201292, 'f1-score': 0.9968450896378248, 'support': 46927.0}, 'accuracy': 0.9907599140457121, 'macro avg': {'precision': 0.9322515391152525, 'recall': 0.9240253784501204, 'f1-score': 0.9275482943286242, 'support': 51190.0}, 'weighted avg': {'precision': 0.9908402927551989, 'recall': 0.9907599140457121, 'f1-score': 0.9907740686321759, 'support': 51190.0}}
08/09/2023 22:06:39 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-2 datasets/hr500k.conllup_extracted.json 0.9903887478023051 0.9251395937021158 {'B-deriv-per': {'precision': 0.9736842105263158, 'recall': 0.9736842105263158, 'f1-score': 0.9736842105263158, 'support': 38.0}, 'B-loc': {'precision': 0.9596354166666666, 'recall': 0.9633986928104575, 'f1-score': 0.9615133724722766, 'support': 765.0}, 'B-misc': {'precision': 0.8638888888888889, 'recall': 0.8885714285714286, 'f1-score': 0.8760563380281691, 'support': 350.0}, 'B-org': {'precision': 0.9002659574468085, 'recall': 0.9075067024128687, 'f1-score': 0.903871829105474, 'support': 746.0}, 'B-per': {'precision': 0.9599427753934192, 'recall': 0.9696531791907514, 'f1-score': 0.9647735442127965, 'support': 692.0}, 'I-loc': {'precision': 0.9357142857142857, 'recall': 0.793939393939394, 'f1-score': 0.859016393442623, 'support': 165.0}, 'I-misc': {'precision': 0.8579881656804734, 'recall': 0.8546168958742633, 'f1-score': 0.8562992125984252, 'support': 509.0}, 'I-org': {'precision': 0.8608247422680413, 'recall': 0.8994614003590664, 'f1-score': 0.8797190517998245, 'support': 557.0}, 'I-per': {'precision': 0.9774266365688488, 'recall': 0.981859410430839, 'f1-score': 0.9796380090497738, 'support': 441.0}, 'O': {'precision': 0.9971002750474404, 'recall': 0.9965478296076885, 'f1-score': 0.9968239757854799, 'support': 46927.0}, 'accuracy': 0.9903887478023051, 'macro avg': {'precision': 0.928647135420119, 'recall': 0.9229239143723074, 'f1-score': 0.925139593702116, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904653053034633, 'recall': 0.9903887478023051, 'f1-score': 0.9904017525887554, 'support': 51190.0}}
08/09/2023 22:29:01 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-1 datasets/hr500k.conllup_extracted.json 0.990838054307482 0.9269704681272323 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.9582790091264668, 'recall': 0.9607843137254902, 'f1-score': 0.9595300261096605, 'support': 765.0}, 'B-misc': {'precision': 0.882183908045977, 'recall': 0.8771428571428571, 'f1-score': 0.8796561604584526, 'support': 350.0}, 'B-org': {'precision': 0.9081364829396326, 'recall': 0.9276139410187667, 'f1-score': 0.9177718832891246, 'support': 746.0}, 'B-per': {'precision': 0.9559032716927454, 'recall': 0.9710982658959537, 'f1-score': 0.9634408602150537, 'support': 692.0}, 'I-loc': {'precision': 0.9142857142857143, 'recall': 0.7757575757575758, 'f1-score': 0.839344262295082, 'support': 165.0}, 'I-misc': {'precision': 0.8946280991735537, 'recall': 0.8506876227897839, 'f1-score': 0.8721047331319234, 'support': 509.0}, 'I-org': {'precision': 0.8578595317725752, 'recall': 0.9210053859964094, 'f1-score': 0.8883116883116883, 'support': 557.0}, 'I-per': {'precision': 0.9752808988764045, 'recall': 0.9841269841269841, 'f1-score': 0.9796839729119639, 'support': 441.0}, 'O': {'precision': 0.9971006459590253, 'recall': 0.9966756877703667, 'f1-score': 0.9968881215764007, 'support': 46927.0}, 'accuracy': 0.990838054307482, 'macro avg': {'precision': 0.9343657561872094, 'recall': 0.9212261055276819, 'f1-score': 0.9269704681272323, 'support': 51190.0}, 'weighted avg': {'precision': 0.9908945923801459, 'recall': 0.990838054307482, 'f1-score': 0.9908271974098888, 'support': 51190.0}}
08/09/2023 22:50:32 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-2 datasets/hr500k.conllup_extracted.json 0.9896854854463762 0.9162547493132734 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.953307392996109, 'recall': 0.9607843137254902, 'f1-score': 0.95703125, 'support': 765.0}, 'B-misc': {'precision': 0.8453038674033149, 'recall': 0.8742857142857143, 'f1-score': 0.8595505617977528, 'support': 350.0}, 'B-org': {'precision': 0.903485254691689, 'recall': 0.903485254691689, 'f1-score': 0.903485254691689, 'support': 746.0}, 'B-per': {'precision': 0.9612068965517241, 'recall': 0.9667630057803468, 'f1-score': 0.9639769452449568, 'support': 692.0}, 'I-loc': {'precision': 0.8928571428571429, 'recall': 0.7575757575757576, 'f1-score': 0.819672131147541, 'support': 165.0}, 'I-misc': {'precision': 0.8273921200750469, 'recall': 0.8664047151277013, 'f1-score': 0.8464491362763916, 'support': 509.0}, 'I-org': {'precision': 0.8647686832740213, 'recall': 0.8725314183123878, 'f1-score': 0.868632707774799, 'support': 557.0}, 'I-per': {'precision': 0.968609865470852, 'recall': 0.9795918367346939, 'f1-score': 0.9740698985343856, 'support': 441.0}, 'O': {'precision': 0.9970147980724124, 'recall': 0.9963986617512306, 'f1-score': 0.9967066346922462, 'support': 46927.0}, 'accuracy': 0.9896854854463762, 'macro avg': {'precision': 0.9213946021392312, 'recall': 0.9125189099037643, 'f1-score': 0.9162547493132737, 'support': 51190.0}, 'weighted avg': {'precision': 0.9897734369161356, 'recall': 0.9896854854463762, 'f1-score': 0.9897040559416485, 'support': 51190.0}}
08/09/2023 23:56:35 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-1 datasets/hr500k.conllup_extracted.json 0.9912482906817738 0.9291929945349896 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.9633507853403142, 'recall': 0.9620915032679739, 'f1-score': 0.9627207325049051, 'support': 765.0}, 'B-misc': {'precision': 0.8869565217391304, 'recall': 0.8742857142857143, 'f1-score': 0.8805755395683453, 'support': 350.0}, 'B-org': {'precision': 0.9092105263157895, 'recall': 0.9262734584450402, 'f1-score': 0.9176626826029216, 'support': 746.0}, 'B-per': {'precision': 0.9640287769784173, 'recall': 0.9682080924855492, 'f1-score': 0.966113914924297, 'support': 692.0}, 'I-loc': {'precision': 0.903448275862069, 'recall': 0.793939393939394, 'f1-score': 0.8451612903225807, 'support': 165.0}, 'I-misc': {'precision': 0.8817635270541082, 'recall': 0.8644400785854617, 'f1-score': 0.873015873015873, 'support': 509.0}, 'I-org': {'precision': 0.8831615120274914, 'recall': 0.9228007181328546, 'f1-score': 0.9025460930640913, 'support': 557.0}, 'I-per': {'precision': 0.968609865470852, 'recall': 0.9795918367346939, 'f1-score': 0.9740698985343856, 'support': 441.0}, 'O': {'precision': 0.9971865808431732, 'recall': 0.9969953331770622, 'f1-score': 0.9970909478395227, 'support': 46927.0}, 'accuracy': 0.9912482906817738, 'macro avg': {'precision': 0.9357716371631346, 'recall': 0.9235994550106377, 'f1-score': 0.9291929945349894, 'support': 51190.0}, 'weighted avg': {'precision': 0.9912622835042394, 'recall': 0.9912482906817738, 'f1-score': 0.9912359750568761, 'support': 51190.0}}
09/09/2023 00:18:13 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-2 datasets/hr500k.conllup_extracted.json 0.9905645633912874 0.9218564654536225 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9498714652956298, 'recall': 0.9660130718954248, 'f1-score': 0.9578742709008425, 'support': 765.0}, 'B-misc': {'precision': 0.8502824858757062, 'recall': 0.86, 'f1-score': 0.8551136363636364, 'support': 350.0}, 'B-org': {'precision': 0.9253731343283582, 'recall': 0.9142091152815014, 'f1-score': 0.9197572488199596, 'support': 746.0}, 'B-per': {'precision': 0.9643366619115549, 'recall': 0.976878612716763, 'f1-score': 0.9705671213208901, 'support': 692.0}, 'I-loc': {'precision': 0.8766233766233766, 'recall': 0.8181818181818182, 'f1-score': 0.8463949843260189, 'support': 165.0}, 'I-misc': {'precision': 0.8739669421487604, 'recall': 0.831041257367387, 'f1-score': 0.8519637462235649, 'support': 509.0}, 'I-org': {'precision': 0.8926654740608229, 'recall': 0.895870736086176, 'f1-score': 0.8942652329749103, 'support': 557.0}, 'I-per': {'precision': 0.9648351648351648, 'recall': 0.9954648526077098, 'f1-score': 0.9799107142857143, 'support': 441.0}, 'O': {'precision': 0.9967186567800221, 'recall': 0.9968248556268247, 'f1-score': 0.996771753374743, 'support': 46927.0}, 'accuracy': 0.9905645633912874, 'macro avg': {'precision': 0.9266895584081618, 'recall': 0.9175536951342551, 'f1-score': 0.9218564654536225, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905071249826278, 'recall': 0.9905645633912874, 'f1-score': 0.9905223684530433, 'support': 51190.0}}
09/09/2023 00:40:33 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-1 datasets/hr500k.conllup_extracted.json 0.9911506153545614 0.925450986631468 {'B-deriv-per': {'precision': 0.9473684210526315, 'recall': 0.9473684210526315, 'f1-score': 0.9473684210526315, 'support': 38.0}, 'B-loc': {'precision': 0.9571984435797666, 'recall': 0.9647058823529412, 'f1-score': 0.9609375, 'support': 765.0}, 'B-misc': {'precision': 0.8465753424657534, 'recall': 0.8828571428571429, 'f1-score': 0.8643356643356643, 'support': 350.0}, 'B-org': {'precision': 0.9260273972602739, 'recall': 0.9061662198391421, 'f1-score': 0.9159891598915989, 'support': 746.0}, 'B-per': {'precision': 0.9658119658119658, 'recall': 0.9797687861271677, 'f1-score': 0.9727403156384505, 'support': 692.0}, 'I-loc': {'precision': 0.916083916083916, 'recall': 0.793939393939394, 'f1-score': 0.8506493506493507, 'support': 165.0}, 'I-misc': {'precision': 0.8818737270875764, 'recall': 0.8506876227897839, 'f1-score': 0.8659999999999999, 'support': 509.0}, 'I-org': {'precision': 0.8836805555555556, 'recall': 0.9138240574506283, 'f1-score': 0.8984995586937334, 'support': 557.0}, 'I-per': {'precision': 0.9732142857142857, 'recall': 0.9886621315192744, 'f1-score': 0.9808773903262092, 'support': 441.0}, 'O': {'precision': 0.9971231300345225, 'recall': 0.9971018816459607, 'f1-score': 0.9971125057270412, 'support': 46927.0}, 'accuracy': 0.9911506153545614, 'macro avg': {'precision': 0.9294957184646246, 'recall': 0.9225081539574067, 'f1-score': 0.9254509866314681, 'support': 51190.0}, 'weighted avg': {'precision': 0.9911533261128245, 'recall': 0.9911506153545614, 'f1-score': 0.9911267779674683, 'support': 51190.0}}
09/09/2023 01:02:11 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-2 datasets/hr500k.conllup_extracted.json 0.9900371166243407 0.9214005749001124 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9473684210526315, 'f1-score': 0.972972972972973, 'support': 38.0}, 'B-loc': {'precision': 0.951948051948052, 'recall': 0.9581699346405229, 'f1-score': 0.9550488599348534, 'support': 765.0}, 'B-misc': {'precision': 0.8463687150837989, 'recall': 0.8657142857142858, 'f1-score': 0.8559322033898306, 'support': 350.0}, 'B-org': {'precision': 0.9064171122994652, 'recall': 0.9088471849865952, 'f1-score': 0.9076305220883534, 'support': 746.0}, 'B-per': {'precision': 0.9628571428571429, 'recall': 0.9739884393063584, 'f1-score': 0.9683908045977011, 'support': 692.0}, 'I-loc': {'precision': 0.9154929577464789, 'recall': 0.7878787878787878, 'f1-score': 0.8469055374592833, 'support': 165.0}, 'I-misc': {'precision': 0.8744855967078189, 'recall': 0.8349705304518664, 'f1-score': 0.8542713567839196, 'support': 509.0}, 'I-org': {'precision': 0.8561643835616438, 'recall': 0.8976660682226212, 'f1-score': 0.876424189307625, 'support': 557.0}, 'I-per': {'precision': 0.9710467706013363, 'recall': 0.9886621315192744, 'f1-score': 0.9797752808988764, 'support': 441.0}, 'O': {'precision': 0.9967602361617324, 'recall': 0.9965478296076885, 'f1-score': 0.9966540215677081, 'support': 46927.0}, 'accuracy': 0.9900371166243407, 'macro avg': {'precision': 0.928154096696747, 'recall': 0.9159813613380633, 'f1-score': 0.9214005749001124, 'support': 51190.0}, 'weighted avg': {'precision': 0.9900606742575742, 'recall': 0.9900371166243407, 'f1-score': 0.9900210276417559, 'support': 51190.0}}
09/09/2023 01:24:34 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-1 datasets/hr500k.conllup_extracted.json 0.9910138698964641 0.9250938343711876 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.9586028460543338, 'recall': 0.9686274509803922, 'f1-score': 0.963589076723017, 'support': 765.0}, 'B-misc': {'precision': 0.8623595505617978, 'recall': 0.8771428571428571, 'f1-score': 0.8696883852691218, 'support': 350.0}, 'B-org': {'precision': 0.9151193633952255, 'recall': 0.9249329758713136, 'f1-score': 0.9199999999999999, 'support': 746.0}, 'B-per': {'precision': 0.9575070821529745, 'recall': 0.976878612716763, 'f1-score': 0.9670958512160229, 'support': 692.0}, 'I-loc': {'precision': 0.9166666666666666, 'recall': 0.8, 'f1-score': 0.854368932038835, 'support': 165.0}, 'I-misc': {'precision': 0.8767395626242545, 'recall': 0.8664047151277013, 'f1-score': 0.8715415019762847, 'support': 509.0}, 'I-org': {'precision': 0.8791018998272885, 'recall': 0.9138240574506283, 'f1-score': 0.8961267605633804, 'support': 557.0}, 'I-per': {'precision': 0.9711751662971175, 'recall': 0.9931972789115646, 'f1-score': 0.9820627802690584, 'support': 441.0}, 'O': {'precision': 0.9972702650828518, 'recall': 0.9965052102201292, 'f1-score': 0.9968875908674243, 'support': 46927.0}, 'accuracy': 0.9910138698964641, 'macro avg': {'precision': 0.933454240266251, 'recall': 0.9185934211052927, 'f1-score': 0.9250938343711876, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910683949859436, 'recall': 0.9910138698964641, 'f1-score': 0.9910172419984602, 'support': 51190.0}}
09/09/2023 01:46:20 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-2 datasets/hr500k.conllup_extracted.json 0.9908575893729245 0.9245384392213939 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9635890767230169, 'recall': 0.9686274509803922, 'f1-score': 0.9661016949152543, 'support': 765.0}, 'B-misc': {'precision': 0.8826979472140762, 'recall': 0.86, 'f1-score': 0.8712011577424024, 'support': 350.0}, 'B-org': {'precision': 0.9069462647444299, 'recall': 0.9276139410187667, 'f1-score': 0.9171636845593109, 'support': 746.0}, 'B-per': {'precision': 0.9497206703910615, 'recall': 0.9826589595375722, 'f1-score': 0.9659090909090908, 'support': 692.0}, 'I-loc': {'precision': 0.916083916083916, 'recall': 0.793939393939394, 'f1-score': 0.8506493506493507, 'support': 165.0}, 'I-misc': {'precision': 0.8833333333333333, 'recall': 0.8330058939096268, 'f1-score': 0.8574317492416583, 'support': 509.0}, 'I-org': {'precision': 0.8617200674536256, 'recall': 0.9174147217235189, 'f1-score': 0.888695652173913, 'support': 557.0}, 'I-per': {'precision': 0.9776785714285714, 'recall': 0.9931972789115646, 'f1-score': 0.9853768278965128, 'support': 441.0}, 'O': {'precision': 0.9971855610754569, 'recall': 0.9966330683828073, 'f1-score': 0.9969092381805005, 'support': 46927.0}, 'accuracy': 0.9908575893729245, 'macro avg': {'precision': 0.9311177630669709, 'recall': 0.9194143339982592, 'f1-score': 0.9245384392213939, 'support': 51190.0}, 'weighted avg': {'precision': 0.9908899131090563, 'recall': 0.9908575893729245, 'f1-score': 0.9908351578440519, 'support': 51190.0}}
09/09/2023 02:08:45 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-1 datasets/hr500k.conllup_extracted.json 0.9914045712053136 0.9263734935711863 {'B-deriv-per': {'precision': 1.0, 'recall': 0.868421052631579, 'f1-score': 0.9295774647887324, 'support': 38.0}, 'B-loc': {'precision': 0.961139896373057, 'recall': 0.9699346405228758, 'f1-score': 0.9655172413793104, 'support': 765.0}, 'B-misc': {'precision': 0.8402203856749312, 'recall': 0.8714285714285714, 'f1-score': 0.8555399719495091, 'support': 350.0}, 'B-org': {'precision': 0.9202702702702703, 'recall': 0.9128686327077749, 'f1-score': 0.9165545087483177, 'support': 746.0}, 'B-per': {'precision': 0.9643874643874644, 'recall': 0.9783236994219653, 'f1-score': 0.9713055954088953, 'support': 692.0}, 'I-loc': {'precision': 0.918918918918919, 'recall': 0.8242424242424242, 'f1-score': 0.8690095846645368, 'support': 165.0}, 'I-misc': {'precision': 0.8804780876494024, 'recall': 0.8683693516699411, 'f1-score': 0.8743818001978239, 'support': 509.0}, 'I-org': {'precision': 0.9124087591240876, 'recall': 0.8976660682226212, 'f1-score': 0.904977375565611, 'support': 557.0}, 'I-per': {'precision': 0.9752808988764045, 'recall': 0.9841269841269841, 'f1-score': 0.9796839729119639, 'support': 441.0}, 'O': {'precision': 0.9970811939408143, 'recall': 0.9972936688899781, 'f1-score': 0.9971874200971619, 'support': 46927.0}, 'accuracy': 0.9914045712053136, 'macro avg': {'precision': 0.937018587521535, 'recall': 0.9172675093864715, 'f1-score': 0.9263734935711863, 'support': 51190.0}, 'weighted avg': {'precision': 0.9913919049467032, 'recall': 0.9914045712053136, 'f1-score': 0.9913821209213275, 'support': 51190.0}}
09/09/2023 02:30:31 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-2 datasets/hr500k.conllup_extracted.json 0.991131080289119 0.9267283173032214 {'B-deriv-per': {'precision': 0.9722222222222222, 'recall': 0.9210526315789473, 'f1-score': 0.9459459459459458, 'support': 38.0}, 'B-loc': {'precision': 0.9710526315789474, 'recall': 0.9647058823529412, 'f1-score': 0.9678688524590164, 'support': 765.0}, 'B-misc': {'precision': 0.8587570621468926, 'recall': 0.8685714285714285, 'f1-score': 0.8636363636363636, 'support': 350.0}, 'B-org': {'precision': 0.9206989247311828, 'recall': 0.9182305630026809, 'f1-score': 0.919463087248322, 'support': 746.0}, 'B-per': {'precision': 0.9588652482269504, 'recall': 0.976878612716763, 'f1-score': 0.9677881173944166, 'support': 692.0}, 'I-loc': {'precision': 0.9295774647887324, 'recall': 0.8, 'f1-score': 0.8599348534201955, 'support': 165.0}, 'I-misc': {'precision': 0.896049896049896, 'recall': 0.8467583497053045, 'f1-score': 0.8707070707070707, 'support': 509.0}, 'I-org': {'precision': 0.8846153846153846, 'recall': 0.9084380610412927, 'f1-score': 0.8963684676705048, 'support': 557.0}, 'I-per': {'precision': 0.9709821428571429, 'recall': 0.9863945578231292, 'f1-score': 0.9786276715410573, 'support': 441.0}, 'O': {'precision': 0.9967197750702905, 'recall': 0.9971658107272998, 'f1-score': 0.996942743009321, 'support': 46927.0}, 'accuracy': 0.991131080289119, 'macro avg': {'precision': 0.9359540752287643, 'recall': 0.9188195897519786, 'f1-score': 0.9267283173032214, 'support': 51190.0}, 'weighted avg': {'precision': 0.9910961767280737, 'recall': 0.991131080289119, 'f1-score': 0.9910867449954819, 'support': 51190.0}}
09/09/2023 02:44:03 xlmrl_bcms-6 xlmrl_bcms-6-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9833556747095621 0.793653446142039 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8545454545454545, 'recall': 1.0, 'f1-score': 0.9215686274509803, 'support': 47.0}, 'B-misc': {'precision': 0.782051282051282, 'recall': 0.6931818181818182, 'f1-score': 0.7349397590361446, 'support': 88.0}, 'B-org': {'precision': 0.8023255813953488, 'recall': 0.7752808988764045, 'f1-score': 0.7885714285714286, 'support': 89.0}, 'B-per': {'precision': 0.9491525423728814, 'recall': 0.9655172413793104, 'f1-score': 0.9572649572649573, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7662337662337663, 'recall': 0.686046511627907, 'f1-score': 0.7239263803680982, 'support': 86.0}, 'I-org': {'precision': 0.7575757575757576, 'recall': 0.6756756756756757, 'f1-score': 0.7142857142857142, 'support': 37.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.9117647058823529, 'f1-score': 0.9117647058823528, 'support': 34.0}, 'O': {'precision': 0.9930724355858046, 'recall': 0.9944018498235365, 'f1-score': 0.9937366980845241, 'support': 8217.0}, 'accuracy': 0.9833556747095621, 'macro avg': {'precision': 0.7900054858975982, 'recall': 0.8035202034780339, 'f1-score': 0.793653446142039, 'support': 8952.0}, 'weighted avg': {'precision': 0.9829031301171874, 'recall': 0.9833556747095621, 'f1-score': 0.9830307867994449, 'support': 8952.0}}
09/09/2023 02:56:55 xlmrl_bcms-6 xlmrl_bcms-6-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9817917783735478 0.8024310418675675 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7258064516129032, 'recall': 0.9574468085106383, 'f1-score': 0.8256880733944956, 'support': 47.0}, 'B-misc': {'precision': 0.7532467532467533, 'recall': 0.6590909090909091, 'f1-score': 0.703030303030303, 'support': 88.0}, 'B-org': {'precision': 0.7444444444444445, 'recall': 0.7528089887640449, 'f1-score': 0.7486033519553073, 'support': 89.0}, 'B-per': {'precision': 0.9570200573065902, 'recall': 0.9597701149425287, 'f1-score': 0.9583931133428981, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7702702702702703, 'recall': 0.6627906976744186, 'f1-score': 0.7124999999999999, 'support': 86.0}, 'I-org': {'precision': 0.78125, 'recall': 0.6756756756756757, 'f1-score': 0.7246376811594203, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9929466131582148, 'recall': 0.9936716563222587, 'f1-score': 0.9933090024330901, 'support': 8217.0}, 'accuracy': 0.9817917783735478, 'macro avg': {'precision': 0.7866876481931069, 'recall': 0.8298509752941257, 'f1-score': 0.8024310418675675, 'support': 8952.0}, 'weighted avg': {'precision': 0.9816759708331532, 'recall': 0.9817917783735478, 'f1-score': 0.9815480924003227, 'support': 8952.0}}
09/09/2023 03:10:27 xlmrl_bcms-12 xlmrl_bcms-12-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9838025022341377 0.8084468024284515 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8392857142857143, 'recall': 1.0, 'f1-score': 0.9126213592233009, 'support': 47.0}, 'B-misc': {'precision': 0.7763157894736842, 'recall': 0.6704545454545454, 'f1-score': 0.7195121951219512, 'support': 88.0}, 'B-org': {'precision': 0.7954545454545454, 'recall': 0.7865168539325843, 'f1-score': 0.7909604519774012, 'support': 89.0}, 'B-per': {'precision': 0.952112676056338, 'recall': 0.9712643678160919, 'f1-score': 0.9615931721194878, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.8333333333333334, 'recall': 0.6395348837209303, 'f1-score': 0.7236842105263159, 'support': 86.0}, 'I-org': {'precision': 0.7352941176470589, 'recall': 0.6756756756756757, 'f1-score': 0.7042253521126761, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.992955180371675, 'recall': 0.9948886454910552, 'f1-score': 0.993920972644377, 'support': 8217.0}, 'accuracy': 0.9838025022341377, 'macro avg': {'precision': 0.7967608499479493, 'recall': 0.8375589874051668, 'f1-score': 0.8084468024284517, 'support': 8952.0}, 'weighted avg': {'precision': 0.9833819585398768, 'recall': 0.9838025022341377, 'f1-score': 0.983363272830071, 'support': 8952.0}}
09/09/2023 03:23:26 xlmrl_bcms-12 xlmrl_bcms-12-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9835790884718498 0.807976186348481 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.7796610169491526, 'recall': 0.9787234042553191, 'f1-score': 0.8679245283018868, 'support': 47.0}, 'B-misc': {'precision': 0.7866666666666666, 'recall': 0.6704545454545454, 'f1-score': 0.7239263803680981, 'support': 88.0}, 'B-org': {'precision': 0.776595744680851, 'recall': 0.8202247191011236, 'f1-score': 0.7978142076502731, 'support': 89.0}, 'B-per': {'precision': 0.9626436781609196, 'recall': 0.9626436781609196, 'f1-score': 0.9626436781609196, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7916666666666666, 'recall': 0.6627906976744186, 'f1-score': 0.7215189873417721, 'support': 86.0}, 'I-org': {'precision': 0.7105263157894737, 'recall': 0.7297297297297297, 'f1-score': 0.7200000000000001, 'support': 37.0}, 'I-per': {'precision': 0.9705882352941176, 'recall': 0.9705882352941176, 'f1-score': 0.9705882352941176, 'support': 34.0}, 'O': {'precision': 0.9935546637480238, 'recall': 0.9942801509066569, 'f1-score': 0.9939172749391728, 'support': 8217.0}, 'accuracy': 0.9835790884718498, 'macro avg': {'precision': 0.7871902987955872, 'recall': 0.8456101827243497, 'f1-score': 0.8079761863484812, 'support': 8952.0}, 'weighted avg': {'precision': 0.9835454909266007, 'recall': 0.9835790884718498, 'f1-score': 0.9833754027685787, 'support': 8952.0}}
09/09/2023 03:36:56 xlmrl_bcms-18 xlmrl_bcms-18-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9836907953529938 0.8030752710556982 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8392857142857143, 'recall': 1.0, 'f1-score': 0.9126213592233009, 'support': 47.0}, 'B-misc': {'precision': 0.7564102564102564, 'recall': 0.6704545454545454, 'f1-score': 0.7108433734939757, 'support': 88.0}, 'B-org': {'precision': 0.7857142857142857, 'recall': 0.7415730337078652, 'f1-score': 0.7630057803468209, 'support': 89.0}, 'B-per': {'precision': 0.9605633802816902, 'recall': 0.9798850574712644, 'f1-score': 0.9701280227596016, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7012987012987013, 'recall': 0.627906976744186, 'f1-score': 0.6625766871165645, 'support': 86.0}, 'I-org': {'precision': 0.7419354838709677, 'recall': 0.6216216216216216, 'f1-score': 0.676470588235294, 'support': 37.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.9117647058823529, 'f1-score': 0.9117647058823528, 'support': 34.0}, 'O': {'precision': 0.9940454490217523, 'recall': 0.9954971400754533, 'f1-score': 0.9947707649276419, 'support': 8217.0}, 'accuracy': 0.9836907953529938, 'macro avg': {'precision': 0.7941017976765721, 'recall': 0.8215369747623956, 'f1-score': 0.8030752710556982, 'support': 8952.0}, 'weighted avg': {'precision': 0.9831099100456638, 'recall': 0.9836907953529938, 'f1-score': 0.9832760929038261, 'support': 8952.0}}
09/09/2023 03:49:47 xlmrl_bcms-18 xlmrl_bcms-18-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9830205540661304 0.8324704539259573 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8846153846153846, 'recall': 0.9787234042553191, 'f1-score': 0.9292929292929293, 'support': 47.0}, 'B-misc': {'precision': 0.759493670886076, 'recall': 0.6818181818181818, 'f1-score': 0.7185628742514971, 'support': 88.0}, 'B-org': {'precision': 0.8192771084337349, 'recall': 0.7640449438202247, 'f1-score': 0.7906976744186045, 'support': 89.0}, 'B-per': {'precision': 0.9436619718309859, 'recall': 0.9626436781609196, 'f1-score': 0.9530583214793741, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6986301369863014, 'recall': 0.5930232558139535, 'f1-score': 0.6415094339622641, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.9411764705882353, 'f1-score': 0.955223880597015, 'support': 34.0}, 'O': {'precision': 0.9927157945854073, 'recall': 0.9951320433248144, 'f1-score': 0.9939224504679713, 'support': 8217.0}, 'accuracy': 0.9830205540661304, 'macro avg': {'precision': 0.8224542649938085, 'recall': 0.8592237653457323, 'f1-score': 0.8324704539259571, 'support': 8952.0}, 'weighted avg': {'precision': 0.9823289407393782, 'recall': 0.9830205540661304, 'f1-score': 0.9825382260042137, 'support': 8952.0}}
09/09/2023 04:03:16 xlmrl_bcms-24 xlmrl_bcms-24-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9842493297587132 0.8093879215665915 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8103448275862069, 'recall': 1.0, 'f1-score': 0.8952380952380952, 'support': 47.0}, 'B-misc': {'precision': 0.782051282051282, 'recall': 0.6931818181818182, 'f1-score': 0.7349397590361446, 'support': 88.0}, 'B-org': {'precision': 0.8588235294117647, 'recall': 0.8202247191011236, 'f1-score': 0.8390804597701149, 'support': 89.0}, 'B-per': {'precision': 0.952112676056338, 'recall': 0.9712643678160919, 'f1-score': 0.9615931721194878, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7307692307692307, 'recall': 0.6627906976744186, 'f1-score': 0.6951219512195121, 'support': 86.0}, 'I-org': {'precision': 0.7931034482758621, 'recall': 0.6216216216216216, 'f1-score': 0.696969696969697, 'support': 37.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.9411764705882353, 'f1-score': 0.955223880597015, 'support': 34.0}, 'O': {'precision': 0.9936793484866902, 'recall': 0.9948886454910552, 'f1-score': 0.9942836292872781, 'support': 8217.0}, 'accuracy': 0.9842493297587132, 'macro avg': {'precision': 0.7990581312334345, 'recall': 0.837181500714103, 'f1-score': 0.8093879215665917, 'support': 8952.0}, 'weighted avg': {'precision': 0.9839366744883276, 'recall': 0.9842493297587132, 'f1-score': 0.9839256389845172, 'support': 8952.0}}
09/09/2023 04:16:10 xlmrl_bcms-24 xlmrl_bcms-24-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9840259159964254 0.837838209972122 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.9019607843137255, 'recall': 0.9787234042553191, 'f1-score': 0.9387755102040817, 'support': 47.0}, 'B-misc': {'precision': 0.7375, 'recall': 0.6704545454545454, 'f1-score': 0.7023809523809523, 'support': 88.0}, 'B-org': {'precision': 0.8554216867469879, 'recall': 0.797752808988764, 'f1-score': 0.8255813953488371, 'support': 89.0}, 'B-per': {'precision': 0.9442896935933147, 'recall': 0.9741379310344828, 'f1-score': 0.958981612446959, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7341772151898734, 'recall': 0.6744186046511628, 'f1-score': 0.703030303030303, 'support': 86.0}, 'I-org': {'precision': 0.8518518518518519, 'recall': 0.6216216216216216, 'f1-score': 0.7187499999999999, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9935577974960496, 'recall': 0.9947669465741755, 'f1-score': 0.9941620043784968, 'support': 8217.0}, 'accuracy': 0.9840259159964254, 'macro avg': {'precision': 0.8260650921083694, 'recall': 0.8682464097874188, 'f1-score': 0.837838209972122, 'support': 8952.0}, 'weighted avg': {'precision': 0.9835940578337703, 'recall': 0.9840259159964254, 'f1-score': 0.9836511312019284, 'support': 8952.0}}
09/09/2023 04:29:54 xlmrl_bcms-30 xlmrl_bcms-30-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9835790884718498 0.8172295729644101 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.9019607843137255, 'recall': 0.9787234042553191, 'f1-score': 0.9387755102040817, 'support': 47.0}, 'B-misc': {'precision': 0.7560975609756098, 'recall': 0.7045454545454546, 'f1-score': 0.7294117647058823, 'support': 88.0}, 'B-org': {'precision': 0.8375, 'recall': 0.7528089887640449, 'f1-score': 0.7928994082840237, 'support': 89.0}, 'B-per': {'precision': 0.9576271186440678, 'recall': 0.9741379310344828, 'f1-score': 0.9658119658119658, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7, 'recall': 0.6511627906976745, 'f1-score': 0.674698795180723, 'support': 86.0}, 'I-org': {'precision': 0.8518518518518519, 'recall': 0.6216216216216216, 'f1-score': 0.7187499999999999, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9928337179642901, 'recall': 0.9947669465741755, 'f1-score': 0.9937993920972645, 'support': 8217.0}, 'accuracy': 0.9835790884718498, 'macro avg': {'precision': 0.8139762925641438, 'recall': 0.8315022039453558, 'f1-score': 0.8172295729644101, 'support': 8952.0}, 'weighted avg': {'precision': 0.98309070407419, 'recall': 0.9835790884718498, 'f1-score': 0.9831925932809259, 'support': 8952.0}}
09/09/2023 04:42:45 xlmrl_bcms-30 xlmrl_bcms-30-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9817917783735478 0.7911948408991818 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8181818181818182, 'recall': 0.9574468085106383, 'f1-score': 0.8823529411764706, 'support': 47.0}, 'B-misc': {'precision': 0.7105263157894737, 'recall': 0.6136363636363636, 'f1-score': 0.6585365853658537, 'support': 88.0}, 'B-org': {'precision': 0.8205128205128205, 'recall': 0.7191011235955056, 'f1-score': 0.7664670658682635, 'support': 89.0}, 'B-per': {'precision': 0.96, 'recall': 0.9655172413793104, 'f1-score': 0.9627507163323782, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6593406593406593, 'recall': 0.6976744186046512, 'f1-score': 0.6779661016949152, 'support': 86.0}, 'I-org': {'precision': 0.88, 'recall': 0.5945945945945946, 'f1-score': 0.7096774193548386, 'support': 37.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9117647058823529, 'f1-score': 0.9393939393939394, 'support': 34.0}, 'O': {'precision': 0.9922292374939291, 'recall': 0.9945235487404163, 'f1-score': 0.993375068376588, 'support': 8217.0}, 'accuracy': 0.9817917783735478, 'macro avg': {'precision': 0.7909540851318702, 'recall': 0.81209254716105, 'f1-score': 0.7911948408991819, 'support': 8952.0}, 'weighted avg': {'precision': 0.9815387559719136, 'recall': 0.9817917783735478, 'f1-score': 0.9814236362443506, 'support': 8952.0}}
09/09/2023 04:56:30 xlmrl_bcms-36 xlmrl_bcms-36-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9849195710455764 0.8187937263302751 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.7529411764705882, 'recall': 0.7272727272727273, 'f1-score': 0.7398843930635838, 'support': 88.0}, 'B-org': {'precision': 0.8255813953488372, 'recall': 0.797752808988764, 'f1-score': 0.8114285714285714, 'support': 89.0}, 'B-per': {'precision': 0.9624277456647399, 'recall': 0.9568965517241379, 'f1-score': 0.9596541786743515, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7380952380952381, 'recall': 0.7209302325581395, 'f1-score': 0.7294117647058824, 'support': 86.0}, 'I-org': {'precision': 0.8076923076923077, 'recall': 0.5675675675675675, 'f1-score': 0.6666666666666666, 'support': 37.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.9411764705882353, 'f1-score': 0.955223880597015, 'support': 34.0}, 'O': {'precision': 0.9944100133673593, 'recall': 0.9958622368260922, 'f1-score': 0.9951355952815274, 'support': 8217.0}, 'accuracy': 0.9849195710455764, 'macro avg': {'precision': 0.8137208482699677, 'recall': 0.8352848666447649, 'f1-score': 0.8187937263302751, 'support': 8952.0}, 'weighted avg': {'precision': 0.9847092378000416, 'recall': 0.9849195710455764, 'f1-score': 0.9846813417754527, 'support': 8952.0}}
09/09/2023 05:09:34 xlmrl_bcms-36 xlmrl_bcms-36-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9841376228775692 0.8092750115912025 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8070175438596491, 'recall': 0.9787234042553191, 'f1-score': 0.8846153846153846, 'support': 47.0}, 'B-misc': {'precision': 0.7662337662337663, 'recall': 0.6704545454545454, 'f1-score': 0.715151515151515, 'support': 88.0}, 'B-org': {'precision': 0.813953488372093, 'recall': 0.7865168539325843, 'f1-score': 0.8, 'support': 89.0}, 'B-per': {'precision': 0.9598853868194842, 'recall': 0.9626436781609196, 'f1-score': 0.9612625538020086, 'support': 348.0}, 'I-loc': {'precision': 0.42857142857142855, 'recall': 1.0, 'f1-score': 0.6, 'support': 3.0}, 'I-misc': {'precision': 0.76, 'recall': 0.6627906976744186, 'f1-score': 0.7080745341614907, 'support': 86.0}, 'I-org': {'precision': 0.8125, 'recall': 0.7027027027027027, 'f1-score': 0.7536231884057971, 'support': 37.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.9117647058823529, 'f1-score': 0.9253731343283583, 'support': 34.0}, 'O': {'precision': 0.9938039120398493, 'recall': 0.9954971400754533, 'f1-score': 0.9946498054474708, 'support': 8217.0}, 'accuracy': 0.9841376228775692, 'macro avg': {'precision': 0.788135946529021, 'recall': 0.8671093728138297, 'f1-score': 0.8092750115912025, 'support': 8952.0}, 'weighted avg': {'precision': 0.9839560684232375, 'recall': 0.9841376228775692, 'f1-score': 0.9838648604748983, 'support': 8952.0}}
09/09/2023 05:23:16 xlmrl_bcms-42 xlmrl_bcms-42-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9821268990169795 0.7799569553489956 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8703703703703703, 'recall': 1.0, 'f1-score': 0.9306930693069307, 'support': 47.0}, 'B-misc': {'precision': 0.7857142857142857, 'recall': 0.625, 'f1-score': 0.6962025316455697, 'support': 88.0}, 'B-org': {'precision': 0.6796116504854369, 'recall': 0.7865168539325843, 'f1-score': 0.7291666666666666, 'support': 89.0}, 'B-per': {'precision': 0.9570200573065902, 'recall': 0.9597701149425287, 'f1-score': 0.9583931133428981, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7272727272727273, 'recall': 0.6511627906976745, 'f1-score': 0.6871165644171779, 'support': 86.0}, 'I-org': {'precision': 0.696969696969697, 'recall': 0.6216216216216216, 'f1-score': 0.6571428571428571, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9934338521400778, 'recall': 0.9942801509066569, 'f1-score': 0.993856821361231, 'support': 8217.0}, 'accuracy': 0.9821268990169795, 'macro avg': {'precision': 0.7736583116449662, 'recall': 0.7942273100728517, 'f1-score': 0.7799569553489956, 'support': 8952.0}, 'weighted avg': {'precision': 0.9819331010513469, 'recall': 0.9821268990169795, 'f1-score': 0.9818416010835744, 'support': 8952.0}}
09/09/2023 05:36:19 xlmrl_bcms-42 xlmrl_bcms-42-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9846961572832886 0.8070622886294236 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.9183673469387755, 'recall': 0.9574468085106383, 'f1-score': 0.9375000000000001, 'support': 47.0}, 'B-misc': {'precision': 0.8169014084507042, 'recall': 0.6590909090909091, 'f1-score': 0.729559748427673, 'support': 88.0}, 'B-org': {'precision': 0.7717391304347826, 'recall': 0.797752808988764, 'f1-score': 0.7845303867403315, 'support': 89.0}, 'B-per': {'precision': 0.9519774011299436, 'recall': 0.9683908045977011, 'f1-score': 0.9601139601139601, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8115942028985508, 'recall': 0.6511627906976745, 'f1-score': 0.7225806451612903, 'support': 86.0}, 'I-org': {'precision': 0.7560975609756098, 'recall': 0.8378378378378378, 'f1-score': 0.7948717948717948, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9934418265727472, 'recall': 0.9954971400754533, 'f1-score': 0.994468421372561, 'support': 8217.0}, 'accuracy': 0.9846961572832886, 'macro avg': {'precision': 0.8046309353591591, 'recall': 0.817110066842643, 'f1-score': 0.8070622886294236, 'support': 8952.0}, 'weighted avg': {'precision': 0.9842733300337891, 'recall': 0.9846961572832886, 'f1-score': 0.9842939006272907, 'support': 8952.0}}
09/09/2023 05:49:59 xlmrl_bcms-48 xlmrl_bcms-48-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9851429848078642 0.8304385064147546 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8245614035087719, 'recall': 1.0, 'f1-score': 0.9038461538461539, 'support': 47.0}, 'B-misc': {'precision': 0.7710843373493976, 'recall': 0.7272727272727273, 'f1-score': 0.7485380116959065, 'support': 88.0}, 'B-org': {'precision': 0.8390804597701149, 'recall': 0.8202247191011236, 'f1-score': 0.8295454545454546, 'support': 89.0}, 'B-per': {'precision': 0.9603399433427762, 'recall': 0.9741379310344828, 'f1-score': 0.9671897289586306, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6987951807228916, 'recall': 0.6744186046511628, 'f1-score': 0.6863905325443787, 'support': 86.0}, 'I-org': {'precision': 0.8333333333333334, 'recall': 0.6756756756756757, 'f1-score': 0.746268656716418, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9952520087655223, 'recall': 0.9948886454910552, 'f1-score': 0.9950702939565456, 'support': 8217.0}, 'accuracy': 0.9851429848078642, 'macro avg': {'precision': 0.8036732381078522, 'recall': 0.8807794773814462, 'f1-score': 0.8304385064147546, 'support': 8952.0}, 'weighted avg': {'precision': 0.9851527544729668, 'recall': 0.9851429848078642, 'f1-score': 0.9850239107254776, 'support': 8952.0}}
09/09/2023 06:02:56 xlmrl_bcms-48 xlmrl_bcms-48-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9841376228775692 0.8255289900037364 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8214285714285714, 'recall': 0.9787234042553191, 'f1-score': 0.8932038834951456, 'support': 47.0}, 'B-misc': {'precision': 0.7564102564102564, 'recall': 0.6704545454545454, 'f1-score': 0.7108433734939757, 'support': 88.0}, 'B-org': {'precision': 0.8505747126436781, 'recall': 0.8314606741573034, 'f1-score': 0.8409090909090909, 'support': 89.0}, 'B-per': {'precision': 0.947075208913649, 'recall': 0.9770114942528736, 'f1-score': 0.9618104667609617, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6590909090909091, 'recall': 0.6744186046511628, 'f1-score': 0.6666666666666666, 'support': 86.0}, 'I-org': {'precision': 0.8620689655172413, 'recall': 0.6756756756756757, 'f1-score': 0.7575757575757576, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9952485380116959, 'recall': 0.9941584519897773, 'f1-score': 0.994703196347032, 'support': 8217.0}, 'accuracy': 0.9841376228775692, 'macro avg': {'precision': 0.7983789053907893, 'recall': 0.8772491085730774, 'f1-score': 0.8255289900037364, 'support': 8952.0}, 'weighted avg': {'precision': 0.9842397786663168, 'recall': 0.9841376228775692, 'f1-score': 0.9840293996275112, 'support': 8952.0}}
09/09/2023 06:16:34 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9826854334226989 0.8122564492049232 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8518518518518519, 'recall': 0.9787234042553191, 'f1-score': 0.9108910891089108, 'support': 47.0}, 'B-misc': {'precision': 0.7619047619047619, 'recall': 0.7272727272727273, 'f1-score': 0.7441860465116279, 'support': 88.0}, 'B-org': {'precision': 0.7674418604651163, 'recall': 0.7415730337078652, 'f1-score': 0.7542857142857143, 'support': 89.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9568965517241379, 'f1-score': 0.9527896995708154, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7777777777777778, 'recall': 0.6511627906976745, 'f1-score': 0.7088607594936709, 'support': 86.0}, 'I-org': {'precision': 0.7666666666666667, 'recall': 0.6216216216216216, 'f1-score': 0.6865671641791045, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927104847527639, 'recall': 0.9944018498235365, 'f1-score': 0.993555447470817, 'support': 8217.0}, 'accuracy': 0.9826854334226989, 'macro avg': {'precision': 0.8033738018803553, 'recall': 0.8308906881063667, 'f1-score': 0.8122564492049232, 'support': 8952.0}, 'weighted avg': {'precision': 0.9822179516594705, 'recall': 0.9826854334226989, 'f1-score': 0.9823229978446, 'support': 8952.0}}
09/09/2023 06:29:37 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9802278820375335 0.7497068313206915 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8035714285714286, 'recall': 0.9574468085106383, 'f1-score': 0.8737864077669905, 'support': 47.0}, 'B-misc': {'precision': 0.72, 'recall': 0.6136363636363636, 'f1-score': 0.6625766871165645, 'support': 88.0}, 'B-org': {'precision': 0.7647058823529411, 'recall': 0.7303370786516854, 'f1-score': 0.7471264367816092, 'support': 89.0}, 'B-per': {'precision': 0.9488636363636364, 'recall': 0.9597701149425287, 'f1-score': 0.9542857142857143, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6805555555555556, 'recall': 0.5697674418604651, 'f1-score': 0.6202531645569621, 'support': 86.0}, 'I-org': {'precision': 0.6470588235294118, 'recall': 0.5945945945945946, 'f1-score': 0.619718309859155, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9921059023560845, 'recall': 0.9941584519897773, 'f1-score': 0.9931311166494438, 'support': 8217.0}, 'accuracy': 0.9802278820375335, 'macro avg': {'precision': 0.7406861228729058, 'recall': 0.7723632422813503, 'f1-score': 0.7497068313206916, 'support': 8952.0}, 'weighted avg': {'precision': 0.9794415825180735, 'recall': 0.9802278820375335, 'f1-score': 0.979680213254983, 'support': 8952.0}}
09/09/2023 06:43:22 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9820151921358355 0.7801962109176207 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8392857142857143, 'recall': 1.0, 'f1-score': 0.9126213592233009, 'support': 47.0}, 'B-misc': {'precision': 0.6867469879518072, 'recall': 0.6477272727272727, 'f1-score': 0.6666666666666667, 'support': 88.0}, 'B-org': {'precision': 0.85, 'recall': 0.7640449438202247, 'f1-score': 0.8047337278106509, 'support': 89.0}, 'B-per': {'precision': 0.9541547277936963, 'recall': 0.9568965517241379, 'f1-score': 0.9555236728837876, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.6707317073170732, 'recall': 0.6395348837209303, 'f1-score': 0.6547619047619049, 'support': 86.0}, 'I-org': {'precision': 0.7307692307692307, 'recall': 0.5135135135135135, 'f1-score': 0.6031746031746031, 'support': 37.0}, 'I-per': {'precision': 0.8421052631578947, 'recall': 0.9411764705882353, 'f1-score': 0.8888888888888888, 'support': 34.0}, 'O': {'precision': 0.993437841779074, 'recall': 0.9948886454910552, 'f1-score': 0.994162714337833, 'support': 8217.0}, 'accuracy': 0.9820151921358355, 'macro avg': {'precision': 0.7667231473054491, 'recall': 0.8124448948252037, 'f1-score': 0.7801962109176207, 'support': 8952.0}, 'weighted avg': {'precision': 0.9816027392758203, 'recall': 0.9820151921358355, 'f1-score': 0.9816300185730935, 'support': 8952.0}}
09/09/2023 06:56:24 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9839142091152815 0.8442940128655158 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8703703703703703, 'recall': 1.0, 'f1-score': 0.9306930693069307, 'support': 47.0}, 'B-misc': {'precision': 0.7349397590361446, 'recall': 0.6931818181818182, 'f1-score': 0.713450292397661, 'support': 88.0}, 'B-org': {'precision': 0.8589743589743589, 'recall': 0.7528089887640449, 'f1-score': 0.8023952095808383, 'support': 89.0}, 'B-per': {'precision': 0.9597701149425287, 'recall': 0.9597701149425287, 'f1-score': 0.9597701149425287, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7671232876712328, 'recall': 0.6511627906976745, 'f1-score': 0.7044025157232704, 'support': 86.0}, 'I-org': {'precision': 0.8333333333333334, 'recall': 0.6756756756756757, 'f1-score': 0.746268656716418, 'support': 37.0}, 'I-per': {'precision': 1.0, 'recall': 0.9705882352941176, 'f1-score': 0.9850746268656716, 'support': 34.0}, 'O': {'precision': 0.9921154779233382, 'recall': 0.9953754411585737, 'f1-score': 0.9937427859789807, 'support': 8217.0}, 'accuracy': 0.9839142091152815, 'macro avg': {'precision': 0.8366626702251306, 'recall': 0.8698563064714433, 'f1-score': 0.8442940128655156, 'support': 8952.0}, 'weighted avg': {'precision': 0.9833668054424077, 'recall': 0.9839142091152815, 'f1-score': 0.9834705505547329, 'support': 8952.0}}
09/09/2023 07:10:27 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.982573726541555 0.7846359472274191 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8653846153846154, 'recall': 0.9574468085106383, 'f1-score': 0.9090909090909091, 'support': 47.0}, 'B-misc': {'precision': 0.7532467532467533, 'recall': 0.6590909090909091, 'f1-score': 0.703030303030303, 'support': 88.0}, 'B-org': {'precision': 0.788235294117647, 'recall': 0.7528089887640449, 'f1-score': 0.7701149425287356, 'support': 89.0}, 'B-per': {'precision': 0.9408450704225352, 'recall': 0.9597701149425287, 'f1-score': 0.9502133712660028, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7808219178082192, 'recall': 0.6627906976744186, 'f1-score': 0.7169811320754716, 'support': 86.0}, 'I-org': {'precision': 0.7777777777777778, 'recall': 0.5675675675675675, 'f1-score': 0.65625, 'support': 37.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.9705882352941176, 'f1-score': 0.9565217391304348, 'support': 34.0}, 'O': {'precision': 0.9922339521902682, 'recall': 0.9951320433248144, 'f1-score': 0.9936808846761453, 'support': 8217.0}, 'accuracy': 0.982573726541555, 'macro avg': {'precision': 0.7924735857138293, 'recall': 0.7858528698502373, 'f1-score': 0.7846359472274191, 'support': 8952.0}, 'weighted avg': {'precision': 0.981785948124013, 'recall': 0.982573726541555, 'f1-score': 0.9820061491201749, 'support': 8952.0}}
09/09/2023 07:23:27 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9827971403038427 0.7968665188006616 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8490566037735849, 'recall': 0.9574468085106383, 'f1-score': 0.9, 'support': 47.0}, 'B-misc': {'precision': 0.8028169014084507, 'recall': 0.6477272727272727, 'f1-score': 0.7169811320754716, 'support': 88.0}, 'B-org': {'precision': 0.8095238095238095, 'recall': 0.7640449438202247, 'f1-score': 0.7861271676300579, 'support': 89.0}, 'B-per': {'precision': 0.9461756373937678, 'recall': 0.9597701149425287, 'f1-score': 0.9529243937232525, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7058823529411765, 'recall': 0.6976744186046512, 'f1-score': 0.7017543859649124, 'support': 86.0}, 'I-org': {'precision': 0.7407407407407407, 'recall': 0.5405405405405406, 'f1-score': 0.625, 'support': 37.0}, 'I-per': {'precision': 0.9705882352941176, 'recall': 0.9705882352941176, 'f1-score': 0.9705882352941176, 'support': 34.0}, 'O': {'precision': 0.9927149101505586, 'recall': 0.9950103444079348, 'f1-score': 0.9938613018902328, 'support': 8217.0}, 'accuracy': 0.9827971403038427, 'macro avg': {'precision': 0.7917499191226207, 'recall': 0.8199469345514576, 'f1-score': 0.7968665188006616, 'support': 8952.0}, 'weighted avg': {'precision': 0.9822857456467204, 'recall': 0.9827971403038427, 'f1-score': 0.9823476124996335, 'support': 8952.0}}
09/09/2023 07:37:07 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.984361036639857 0.7513237775588045 {'B-deriv-per': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.8181818181818182, 'recall': 0.6136363636363636, 'f1-score': 0.7012987012987013, 'support': 88.0}, 'B-org': {'precision': 0.8021978021978022, 'recall': 0.8202247191011236, 'f1-score': 0.8111111111111112, 'support': 89.0}, 'B-per': {'precision': 0.96, 'recall': 0.9655172413793104, 'f1-score': 0.9627507163323782, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.8307692307692308, 'recall': 0.627906976744186, 'f1-score': 0.7152317880794703, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.9922452441536411, 'recall': 0.9965924303273701, 'f1-score': 0.9944140862173649, 'support': 8217.0}, 'accuracy': 0.984361036639857, 'macro avg': {'precision': 0.758738581515759, 'recall': 0.7619453281707583, 'f1-score': 0.7513237775588045, 'support': 8952.0}, 'weighted avg': {'precision': 0.9835957026406097, 'recall': 0.984361036639857, 'f1-score': 0.983623653186489, 'support': 8952.0}}
09/09/2023 07:50:06 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.983467381590706 0.7938989072266214 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.7721518987341772, 'recall': 0.6931818181818182, 'f1-score': 0.7305389221556886, 'support': 88.0}, 'B-org': {'precision': 0.8271604938271605, 'recall': 0.7528089887640449, 'f1-score': 0.7882352941176471, 'support': 89.0}, 'B-per': {'precision': 0.9544159544159544, 'recall': 0.9626436781609196, 'f1-score': 0.9585121602288984, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8333333333333334, 'recall': 0.6395348837209303, 'f1-score': 0.7236842105263159, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9917555771096024, 'recall': 0.9954971400754533, 'f1-score': 0.9936228363194656, 'support': 8217.0}, 'accuracy': 0.983467381590706, 'macro avg': {'precision': 0.8016221251275836, 'recall': 0.7951298797011048, 'f1-score': 0.7938989072266214, 'support': 8952.0}, 'weighted avg': {'precision': 0.9827934246628738, 'recall': 0.983467381590706, 'f1-score': 0.9829125354284383, 'support': 8952.0}}
09/09/2023 08:03:52 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9832439678284183 0.8097337528195536 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8103448275862069, 'recall': 1.0, 'f1-score': 0.8952380952380952, 'support': 47.0}, 'B-misc': {'precision': 0.75, 'recall': 0.6818181818181818, 'f1-score': 0.7142857142857143, 'support': 88.0}, 'B-org': {'precision': 0.813953488372093, 'recall': 0.7865168539325843, 'f1-score': 0.8, 'support': 89.0}, 'B-per': {'precision': 0.9601139601139601, 'recall': 0.9683908045977011, 'f1-score': 0.9642346208869813, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7605633802816901, 'recall': 0.627906976744186, 'f1-score': 0.6878980891719745, 'support': 86.0}, 'I-org': {'precision': 0.7272727272727273, 'recall': 0.6486486486486487, 'f1-score': 0.6857142857142857, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9930741190765492, 'recall': 0.9946452476572959, 'f1-score': 0.9938590624429987, 'support': 8217.0}, 'accuracy': 0.9832439678284183, 'macro avg': {'precision': 0.7979608216988942, 'recall': 0.83157698506535, 'f1-score': 0.8097337528195535, 'support': 8952.0}, 'weighted avg': {'precision': 0.9827849662457956, 'recall': 0.9832439678284183, 'f1-score': 0.9828618753246329, 'support': 8952.0}}
09/09/2023 08:16:52 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9833556747095621 0.7828172144492951 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.8490566037735849, 'recall': 0.9574468085106383, 'f1-score': 0.9, 'support': 47.0}, 'B-misc': {'precision': 0.8115942028985508, 'recall': 0.6363636363636364, 'f1-score': 0.713375796178344, 'support': 88.0}, 'B-org': {'precision': 0.7954545454545454, 'recall': 0.7865168539325843, 'f1-score': 0.7909604519774012, 'support': 89.0}, 'B-per': {'precision': 0.9464788732394366, 'recall': 0.9655172413793104, 'f1-score': 0.9559032716927455, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.859375, 'recall': 0.6395348837209303, 'f1-score': 0.7333333333333334, 'support': 86.0}, 'I-org': {'precision': 0.78125, 'recall': 0.6756756756756757, 'f1-score': 0.7246376811594203, 'support': 37.0}, 'I-per': {'precision': 0.8378378378378378, 'recall': 0.9117647058823529, 'f1-score': 0.8732394366197184, 'support': 34.0}, 'O': {'precision': 0.992117390249818, 'recall': 0.9956188389923329, 'f1-score': 0.9938650306748467, 'support': 8217.0}, 'accuracy': 0.9833556747095621, 'macro avg': {'precision': 0.7873164453453774, 'recall': 0.7901771977790795, 'f1-score': 0.7828172144492953, 'support': 8952.0}, 'weighted avg': {'precision': 0.9827997804774854, 'recall': 0.9833556747095621, 'f1-score': 0.9827650602141622, 'support': 8952.0}}
09/09/2023 08:30:37 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9836907953529938 0.8231413210799754 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8518518518518519, 'recall': 0.9787234042553191, 'f1-score': 0.9108910891089108, 'support': 47.0}, 'B-misc': {'precision': 0.8055555555555556, 'recall': 0.6590909090909091, 'f1-score': 0.7250000000000001, 'support': 88.0}, 'B-org': {'precision': 0.8470588235294118, 'recall': 0.8089887640449438, 'f1-score': 0.8275862068965517, 'support': 89.0}, 'B-per': {'precision': 0.9362880886426593, 'recall': 0.9712643678160919, 'f1-score': 0.9534555712270805, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7808219178082192, 'recall': 0.6627906976744186, 'f1-score': 0.7169811320754716, 'support': 86.0}, 'I-org': {'precision': 0.7647058823529411, 'recall': 0.7027027027027027, 'f1-score': 0.7323943661971832, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9929517559849314, 'recall': 0.9944018498235365, 'f1-score': 0.9936762738659856, 'support': 8217.0}, 'accuracy': 0.9836907953529938, 'macro avg': {'precision': 0.8145900542392237, 'recall': 0.8415217597368706, 'f1-score': 0.8231413210799754, 'support': 8952.0}, 'weighted avg': {'precision': 0.9831979964523125, 'recall': 0.9836907953529938, 'f1-score': 0.983267354870016, 'support': 8952.0}}
09/09/2023 08:43:42 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9836907953529938 0.8202474406874009 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8070175438596491, 'recall': 0.9787234042553191, 'f1-score': 0.8846153846153846, 'support': 47.0}, 'B-misc': {'precision': 0.8169014084507042, 'recall': 0.6590909090909091, 'f1-score': 0.729559748427673, 'support': 88.0}, 'B-org': {'precision': 0.813953488372093, 'recall': 0.7865168539325843, 'f1-score': 0.8, 'support': 89.0}, 'B-per': {'precision': 0.9378531073446328, 'recall': 0.9540229885057471, 'f1-score': 0.9458689458689458, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8615384615384616, 'recall': 0.6511627906976745, 'f1-score': 0.7417218543046358, 'support': 86.0}, 'I-org': {'precision': 0.8064516129032258, 'recall': 0.6756756756756757, 'f1-score': 0.7352941176470588, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.99235807860262, 'recall': 0.9956188389923329, 'f1-score': 0.9939857845817386, 'support': 8217.0}, 'accuracy': 0.9836907953529938, 'macro avg': {'precision': 0.8202740367738054, 'recall': 0.8338066363111027, 'f1-score': 0.8202474406874009, 'support': 8952.0}, 'weighted avg': {'precision': 0.9832088813941283, 'recall': 0.9836907953529938, 'f1-score': 0.9831388052921242, 'support': 8952.0}}
09/09/2023 08:57:28 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9839142091152815 0.814737870564378 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8518518518518519, 'recall': 0.9787234042553191, 'f1-score': 0.9108910891089108, 'support': 47.0}, 'B-misc': {'precision': 0.7951807228915663, 'recall': 0.75, 'f1-score': 0.7719298245614035, 'support': 88.0}, 'B-org': {'precision': 0.8333333333333334, 'recall': 0.7865168539325843, 'f1-score': 0.8092485549132948, 'support': 89.0}, 'B-per': {'precision': 0.9467787114845938, 'recall': 0.9712643678160919, 'f1-score': 0.9588652482269504, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7846153846153846, 'recall': 0.5930232558139535, 'f1-score': 0.675496688741722, 'support': 86.0}, 'I-org': {'precision': 0.7666666666666667, 'recall': 0.6216216216216216, 'f1-score': 0.6865671641791045, 'support': 37.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.9117647058823529, 'f1-score': 0.9117647058823528, 'support': 34.0}, 'O': {'precision': 0.9928371980089838, 'recall': 0.995253742241694, 'f1-score': 0.9940440014586119, 'support': 8217.0}, 'accuracy': 0.9839142091152815, 'macro avg': {'precision': 0.8133028574734734, 'recall': 0.8274834618230285, 'f1-score': 0.814737870564378, 'support': 8952.0}, 'weighted avg': {'precision': 0.9832881417223202, 'recall': 0.9839142091152815, 'f1-score': 0.9833881711458141, 'support': 8952.0}}
09/09/2023 09:10:32 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9836907953529938 0.8148830154306964 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8846153846153846, 'recall': 0.9787234042553191, 'f1-score': 0.9292929292929293, 'support': 47.0}, 'B-misc': {'precision': 0.8125, 'recall': 0.7386363636363636, 'f1-score': 0.7738095238095237, 'support': 88.0}, 'B-org': {'precision': 0.8, 'recall': 0.7640449438202247, 'f1-score': 0.7816091954022989, 'support': 89.0}, 'B-per': {'precision': 0.9563953488372093, 'recall': 0.9454022988505747, 'f1-score': 0.9508670520231214, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.8181818181818182, 'recall': 0.627906976744186, 'f1-score': 0.7105263157894738, 'support': 86.0}, 'I-org': {'precision': 0.7407407407407407, 'recall': 0.5405405405405406, 'f1-score': 0.625, 'support': 37.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.9411764705882353, 'f1-score': 0.955223880597015, 'support': 34.0}, 'O': {'precision': 0.9915223446772435, 'recall': 0.9963490324936108, 'f1-score': 0.9939298288211728, 'support': 8217.0}, 'accuracy': 0.9836907953529938, 'macro avg': {'precision': 0.8223652606749366, 'recall': 0.8199446697595721, 'f1-score': 0.8148830154306964, 'support': 8952.0}, 'weighted avg': {'precision': 0.9829012903737626, 'recall': 0.9836907953529938, 'f1-score': 0.9830598694229603, 'support': 8952.0}}
09/09/2023 09:24:16 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.982573726541555 0.8192909165272478 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8545454545454545, 'recall': 1.0, 'f1-score': 0.9215686274509803, 'support': 47.0}, 'B-misc': {'precision': 0.7692307692307693, 'recall': 0.6818181818181818, 'f1-score': 0.7228915662650602, 'support': 88.0}, 'B-org': {'precision': 0.7526881720430108, 'recall': 0.7865168539325843, 'f1-score': 0.7692307692307693, 'support': 89.0}, 'B-per': {'precision': 0.9466292134831461, 'recall': 0.9683908045977011, 'f1-score': 0.9573863636363636, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.782608695652174, 'recall': 0.627906976744186, 'f1-score': 0.6967741935483871, 'support': 86.0}, 'I-org': {'precision': 0.7941176470588235, 'recall': 0.7297297297297297, 'f1-score': 0.7605633802816901, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927033929222912, 'recall': 0.9934282584884995, 'f1-score': 0.993065693430657, 'support': 8217.0}, 'accuracy': 0.982573726541555, 'macro avg': {'precision': 0.8059190011602336, 'recall': 0.8425045707271666, 'f1-score': 0.8192909165272478, 'support': 8952.0}, 'weighted avg': {'precision': 0.9822295916818928, 'recall': 0.982573726541555, 'f1-score': 0.9822371829877864, 'support': 8952.0}}
09/09/2023 09:37:20 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9840259159964254 0.7984506683928533 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.8545454545454545, 'recall': 1.0, 'f1-score': 0.9215686274509803, 'support': 47.0}, 'B-misc': {'precision': 0.7407407407407407, 'recall': 0.6818181818181818, 'f1-score': 0.710059171597633, 'support': 88.0}, 'B-org': {'precision': 0.8170731707317073, 'recall': 0.7528089887640449, 'f1-score': 0.783625730994152, 'support': 89.0}, 'B-per': {'precision': 0.9571428571428572, 'recall': 0.9626436781609196, 'f1-score': 0.9598853868194843, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.821917808219178, 'recall': 0.6976744186046512, 'f1-score': 0.7547169811320754, 'support': 86.0}, 'I-org': {'precision': 0.8275862068965517, 'recall': 0.6486486486486487, 'f1-score': 0.7272727272727273, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927175628110207, 'recall': 0.9953754411585737, 'f1-score': 0.9940447253281477, 'support': 8217.0}, 'accuracy': 0.9840259159964254, 'macro avg': {'precision': 0.8011723801087511, 'recall': 0.8042890925782471, 'f1-score': 0.7984506683928534, 'support': 8952.0}, 'weighted avg': {'precision': 0.9834714644187336, 'recall': 0.9840259159964254, 'f1-score': 0.9835892055405336, 'support': 8952.0}}
09/09/2023 09:49:48 xlmrl_bcms-6 xlmrl_bcms-6-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9871738653803991 0.7992379564940789 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8367346938775511, 'recall': 0.8723404255319149, 'f1-score': 0.8541666666666667, 'support': 47.0}, 'B-misc': {'precision': 0.6285714285714286, 'recall': 0.6285714285714286, 'f1-score': 0.6285714285714286, 'support': 35.0}, 'B-org': {'precision': 0.9152542372881356, 'recall': 0.75, 'f1-score': 0.8244274809160305, 'support': 72.0}, 'B-per': {'precision': 0.9207920792079208, 'recall': 0.9207920792079208, 'f1-score': 0.9207920792079208, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.4375, 'f1-score': 0.5283018867924528, 'support': 32.0}, 'I-org': {'precision': 0.7692307692307693, 'recall': 0.625, 'f1-score': 0.6896551724137931, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9931010693342532, 'recall': 0.99722895739522, 'f1-score': 0.9951607328033184, 'support': 8661.0}, 'accuracy': 0.9871738653803991, 'macro avg': {'precision': 0.847638269020847, 'recall': 0.7662283954536271, 'f1-score': 0.7992379564940789, 'support': 9122.0}, 'weighted avg': {'precision': 0.9865199361721793, 'recall': 0.9871738653803991, 'f1-score': 0.9865972219608925, 'support': 9122.0}}
09/09/2023 10:01:36 xlmrl_bcms-6 xlmrl_bcms-6-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9877219907914931 0.8080658513129245 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9069767441860465, 'recall': 0.8297872340425532, 'f1-score': 0.8666666666666666, 'support': 47.0}, 'B-misc': {'precision': 0.6129032258064516, 'recall': 0.5428571428571428, 'f1-score': 0.5757575757575757, 'support': 35.0}, 'B-org': {'precision': 0.8484848484848485, 'recall': 0.7777777777777778, 'f1-score': 0.8115942028985507, 'support': 72.0}, 'B-per': {'precision': 0.934010152284264, 'recall': 0.9108910891089109, 'f1-score': 0.9223057644110276, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6470588235294118, 'recall': 0.34375, 'f1-score': 0.4489795918367347, 'support': 32.0}, 'I-org': {'precision': 0.9230769230769231, 'recall': 0.75, 'f1-score': 0.8275862068965517, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9926546539653391, 'recall': 0.99861447869761, 'f1-score': 0.9956256475192817, 'support': 8661.0}, 'accuracy': 0.9877219907914931, 'macro avg': {'precision': 0.8804559310727225, 'recall': 0.7563252190569101, 'f1-score': 0.8080658513129245, 'support': 9122.0}, 'weighted avg': {'precision': 0.9867188188993411, 'recall': 0.9877219907914931, 'f1-score': 0.9868670715135675, 'support': 9122.0}}
09/09/2023 10:14:05 xlmrl_bcms-12 xlmrl_bcms-12-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7910648348663061 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8936170212765957, 'recall': 0.8936170212765957, 'f1-score': 0.8936170212765957, 'support': 47.0}, 'B-misc': {'precision': 0.5806451612903226, 'recall': 0.5142857142857142, 'f1-score': 0.5454545454545455, 'support': 35.0}, 'B-org': {'precision': 0.8983050847457628, 'recall': 0.7361111111111112, 'f1-score': 0.8091603053435116, 'support': 72.0}, 'B-per': {'precision': 0.934010152284264, 'recall': 0.9108910891089109, 'f1-score': 0.9223057644110276, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7272727272727273, 'recall': 0.25, 'f1-score': 0.37209302325581395, 'support': 32.0}, 'I-org': {'precision': 0.7272727272727273, 'recall': 0.5, 'f1-score': 0.5925925925925926, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9915147345487902, 'recall': 0.9983835584805449, 'f1-score': 0.9949372914509262, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8666923322976905, 'recall': 0.7484139558092664, 'f1-score': 0.7910648348663061, 'support': 9122.0}, 'weighted avg': {'precision': 0.9856457172676902, 'recall': 0.9868449901337426, 'f1-score': 0.9856259024115411, 'support': 9122.0}}
09/09/2023 10:25:56 xlmrl_bcms-12 xlmrl_bcms-12-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.986625739969305 0.7471798245957398 {'B-deriv-per': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.7391304347826086, 'recall': 0.4857142857142857, 'f1-score': 0.5862068965517241, 'support': 35.0}, 'B-org': {'precision': 0.84375, 'recall': 0.75, 'f1-score': 0.7941176470588235, 'support': 72.0}, 'B-per': {'precision': 0.9253731343283582, 'recall': 0.9207920792079208, 'f1-score': 0.9230769230769231, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.8181818181818182, 'recall': 0.28125, 'f1-score': 0.41860465116279066, 'support': 32.0}, 'I-org': {'precision': 0.6666666666666666, 'recall': 0.5, 'f1-score': 0.5714285714285715, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9911717495987159, 'recall': 0.99815263826348, 'f1-score': 0.994649945348904, 'support': 8661.0}, 'accuracy': 0.986625739969305, 'macro avg': {'precision': 0.8644936329438085, 'recall': 0.6843710421625403, 'f1-score': 0.7471798245957398, 'support': 9122.0}, 'weighted avg': {'precision': 0.9855093640127575, 'recall': 0.986625739969305, 'f1-score': 0.985327542148122, 'support': 9122.0}}
09/09/2023 10:38:29 xlmrl_bcms-18 xlmrl_bcms-18-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9881604911203683 0.8161997396304553 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9333333333333333, 'recall': 0.8936170212765957, 'f1-score': 0.9130434782608695, 'support': 47.0}, 'B-misc': {'precision': 0.6875, 'recall': 0.6285714285714286, 'f1-score': 0.6567164179104478, 'support': 35.0}, 'B-org': {'precision': 0.9180327868852459, 'recall': 0.7777777777777778, 'f1-score': 0.8421052631578947, 'support': 72.0}, 'B-per': {'precision': 0.9494949494949495, 'recall': 0.9306930693069307, 'f1-score': 0.9400000000000001, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7142857142857143, 'recall': 0.3125, 'f1-score': 0.43478260869565216, 'support': 32.0}, 'I-org': {'precision': 0.6923076923076923, 'recall': 0.5625, 'f1-score': 0.6206896551724138, 'support': 16.0}, 'I-per': {'precision': 0.9375, 'recall': 0.6382978723404256, 'f1-score': 0.759493670886076, 'support': 47.0}, 'O': {'precision': 0.9919697143512677, 'recall': 0.9983835584805449, 'f1-score': 0.9951663022211993, 'support': 8661.0}, 'accuracy': 0.9881604911203683, 'macro avg': {'precision': 0.8824424190658202, 'recall': 0.7742340727753703, 'f1-score': 0.8161997396304553, 'support': 9122.0}, 'weighted avg': {'precision': 0.9872036580849353, 'recall': 0.9881604911203683, 'f1-score': 0.9871832187111345, 'support': 9122.0}}
09/09/2023 10:50:24 xlmrl_bcms-18 xlmrl_bcms-18-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9879412409559307 0.8007141320898634 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9523809523809523, 'recall': 0.851063829787234, 'f1-score': 0.898876404494382, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.6, 'f1-score': 0.6176470588235293, 'support': 35.0}, 'B-org': {'precision': 0.8888888888888888, 'recall': 0.7777777777777778, 'f1-score': 0.8296296296296296, 'support': 72.0}, 'B-per': {'precision': 0.9396984924623115, 'recall': 0.9257425742574258, 'f1-score': 0.9326683291770573, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.7333333333333333, 'recall': 0.34375, 'f1-score': 0.4680851063829787, 'support': 32.0}, 'I-org': {'precision': 0.7333333333333333, 'recall': 0.6875, 'f1-score': 0.7096774193548386, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.9924242424242424, 'recall': 0.9982680983720125, 'f1-score': 0.9953375928164393, 'support': 8661.0}, 'accuracy': 0.9879412409559307, 'macro avg': {'precision': 0.8672959675723494, 'recall': 0.7593676748279556, 'f1-score': 0.8007141320898634, 'support': 9122.0}, 'weighted avg': {'precision': 0.987144755913479, 'recall': 0.9879412409559307, 'f1-score': 0.9871016948433793, 'support': 9122.0}}
09/09/2023 11:02:57 xlmrl_bcms-24 xlmrl_bcms-24-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9879412409559307 0.7867308928788679 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.8863636363636364, 'recall': 0.8297872340425532, 'f1-score': 0.8571428571428571, 'support': 47.0}, 'B-misc': {'precision': 0.6333333333333333, 'recall': 0.5428571428571428, 'f1-score': 0.5846153846153846, 'support': 35.0}, 'B-org': {'precision': 0.8656716417910447, 'recall': 0.8055555555555556, 'f1-score': 0.8345323741007193, 'support': 72.0}, 'B-per': {'precision': 0.9310344827586207, 'recall': 0.9356435643564357, 'f1-score': 0.9333333333333333, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.8461538461538461, 'recall': 0.34375, 'f1-score': 0.4888888888888889, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.992878474615208, 'recall': 0.9980371781549474, 'f1-score': 0.9954511429723037, 'support': 8661.0}, 'accuracy': 0.9879412409559307, 'macro avg': {'precision': 0.8486387795968071, 'recall': 0.7573981738796423, 'f1-score': 0.7867308928788679, 'support': 9122.0}, 'weighted avg': {'precision': 0.9872570234881922, 'recall': 0.9879412409559307, 'f1-score': 0.9870654377644114, 'support': 9122.0}}
09/09/2023 11:14:49 xlmrl_bcms-24 xlmrl_bcms-24-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9889278666959 0.8252943080197553 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.8913043478260869, 'recall': 0.8723404255319149, 'f1-score': 0.8817204301075269, 'support': 47.0}, 'B-misc': {'precision': 0.8148148148148148, 'recall': 0.6285714285714286, 'f1-score': 0.7096774193548386, 'support': 35.0}, 'B-org': {'precision': 0.9833333333333333, 'recall': 0.8194444444444444, 'f1-score': 0.893939393939394, 'support': 72.0}, 'B-per': {'precision': 0.9257425742574258, 'recall': 0.9257425742574258, 'f1-score': 0.9257425742574258, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8333333333333334, 'recall': 0.3125, 'f1-score': 0.45454545454545453, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9922009404748251, 'recall': 0.9988453989146749, 'f1-score': 0.9955120828538551, 'support': 8661.0}, 'accuracy': 0.9889278666959, 'macro avg': {'precision': 0.9102494049922173, 'recall': 0.7842018739804993, 'f1-score': 0.8252943080197553, 'support': 9122.0}, 'weighted avg': {'precision': 0.9883448559703949, 'recall': 0.9889278666959, 'f1-score': 0.9879132502182993, 'support': 9122.0}}
09/09/2023 11:27:24 xlmrl_bcms-30 xlmrl_bcms-30-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9896952422714317 0.8600797126567331 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6875, 'recall': 0.6285714285714286, 'f1-score': 0.6567164179104478, 'support': 35.0}, 'B-org': {'precision': 0.9508196721311475, 'recall': 0.8055555555555556, 'f1-score': 0.8721804511278195, 'support': 72.0}, 'B-per': {'precision': 0.9356435643564357, 'recall': 0.9356435643564357, 'f1-score': 0.9356435643564357, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8461538461538461, 'recall': 0.34375, 'f1-score': 0.4888888888888889, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.9375, 'f1-score': 0.967741935483871, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9932246210381258, 'recall': 0.99861447869761, 'f1-score': 0.9959122574702055, 'support': 8661.0}, 'accuracy': 0.9896952422714317, 'macro avg': {'precision': 0.9240670896226139, 'recall': 0.8224103112287413, 'f1-score': 0.8600797126567329, 'support': 9122.0}, 'weighted avg': {'precision': 0.9891253403125699, 'recall': 0.9896952422714317, 'f1-score': 0.9888885095595484, 'support': 9122.0}}
09/09/2023 11:39:15 xlmrl_bcms-30 xlmrl_bcms-30-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9887086165314624 0.8078376968155903 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9333333333333333, 'recall': 0.8936170212765957, 'f1-score': 0.9130434782608695, 'support': 47.0}, 'B-misc': {'precision': 0.6774193548387096, 'recall': 0.6, 'f1-score': 0.6363636363636364, 'support': 35.0}, 'B-org': {'precision': 0.9354838709677419, 'recall': 0.8055555555555556, 'f1-score': 0.8656716417910448, 'support': 72.0}, 'B-per': {'precision': 0.9261083743842364, 'recall': 0.9306930693069307, 'f1-score': 0.928395061728395, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.75, 'recall': 0.375, 'f1-score': 0.5, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9929941426438498, 'recall': 0.9982680983720125, 'f1-score': 0.9956241363426992, 'support': 8661.0}, 'accuracy': 0.9887086165314624, 'macro avg': {'precision': 0.8653434314263109, 'recall': 0.7721484808340882, 'f1-score': 0.8078376968155903, 'support': 9122.0}, 'weighted avg': {'precision': 0.9879531129402158, 'recall': 0.9887086165314624, 'f1-score': 0.9879350354343736, 'support': 9122.0}}
09/09/2023 11:51:48 xlmrl_bcms-36 xlmrl_bcms-36-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9889278666959 0.8461334019938989 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.7419354838709677, 'recall': 0.6571428571428571, 'f1-score': 0.6969696969696969, 'support': 35.0}, 'B-org': {'precision': 0.9230769230769231, 'recall': 0.8333333333333334, 'f1-score': 0.8759124087591241, 'support': 72.0}, 'B-per': {'precision': 0.94, 'recall': 0.9306930693069307, 'f1-score': 0.9353233830845772, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.34375, 'f1-score': 0.5, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.75, 'f1-score': 0.7741935483870969, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9925355994487828, 'recall': 0.9979217180464149, 'f1-score': 0.9952213714088318, 'support': 8661.0}, 'accuracy': 0.9889278666959, 'macro avg': {'precision': 0.9141543865609923, 'recall': 0.8087309062935919, 'f1-score': 0.846133401993899, 'support': 9122.0}, 'weighted avg': {'precision': 0.9884540575099708, 'recall': 0.9889278666959, 'f1-score': 0.9881088457011906, 'support': 9122.0}}
09/09/2023 12:03:18 xlmrl_bcms-36 xlmrl_bcms-36-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9728129796097347 0.7307731954707066 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.44680851063829785, 'f1-score': 0.6, 'support': 47.0}, 'B-misc': {'precision': 0.7619047619047619, 'recall': 0.45714285714285713, 'f1-score': 0.5714285714285714, 'support': 35.0}, 'B-org': {'precision': 0.88, 'recall': 0.6111111111111112, 'f1-score': 0.7213114754098361, 'support': 72.0}, 'B-per': {'precision': 0.8888888888888888, 'recall': 0.43564356435643564, 'f1-score': 0.584717607973422, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7058823529411765, 'recall': 0.375, 'f1-score': 0.48979591836734687, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.5625, 'f1-score': 0.72, 'support': 16.0}, 'I-per': {'precision': 0.9310344827586207, 'recall': 0.574468085106383, 'f1-score': 0.7105263157894737, 'support': 47.0}, 'O': {'precision': 0.9756290195193501, 'recall': 0.9983835584805449, 'f1-score': 0.9868751426614928, 'support': 8661.0}, 'accuracy': 0.9728129796097347, 'macro avg': {'precision': 0.8913525841416524, 'recall': 0.6461057686835628, 'f1-score': 0.7307731954707065, 'support': 9122.0}, 'weighted avg': {'precision': 0.9706103833462183, 'recall': 0.9728129796097347, 'f1-score': 0.9686143018416631, 'support': 9122.0}}
09/09/2023 12:15:44 xlmrl_bcms-42 xlmrl_bcms-42-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9894759921069941 0.8550442478989577 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9333333333333333, 'recall': 0.8936170212765957, 'f1-score': 0.9130434782608695, 'support': 47.0}, 'B-misc': {'precision': 0.6486486486486487, 'recall': 0.6857142857142857, 'f1-score': 0.6666666666666667, 'support': 35.0}, 'B-org': {'precision': 0.9253731343283582, 'recall': 0.8611111111111112, 'f1-score': 0.8920863309352519, 'support': 72.0}, 'B-per': {'precision': 0.949238578680203, 'recall': 0.9257425742574258, 'f1-score': 0.9373433583959899, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8461538461538461, 'recall': 0.34375, 'f1-score': 0.4888888888888889, 'support': 32.0}, 'I-org': {'precision': 0.9285714285714286, 'recall': 0.8125, 'f1-score': 0.8666666666666666, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9931074095347502, 'recall': 0.99815263826348, 'f1-score': 0.9956236323851203, 'support': 8661.0}, 'accuracy': 0.9894759921069941, 'macro avg': {'precision': 0.9165602849838803, 'recall': 0.8201438694452685, 'f1-score': 0.8550442478989577, 'support': 9122.0}, 'weighted avg': {'precision': 0.9890829929803329, 'recall': 0.9894759921069941, 'f1-score': 0.9887703513157967, 'support': 9122.0}}
09/09/2023 12:27:06 xlmrl_bcms-42 xlmrl_bcms-42-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9881604911203683 0.8203957440801958 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8936170212765957, 'recall': 0.8936170212765957, 'f1-score': 0.8936170212765957, 'support': 47.0}, 'B-misc': {'precision': 0.7, 'recall': 0.6, 'f1-score': 0.6461538461538462, 'support': 35.0}, 'B-org': {'precision': 0.9, 'recall': 0.75, 'f1-score': 0.8181818181818182, 'support': 72.0}, 'B-per': {'precision': 0.9447236180904522, 'recall': 0.9306930693069307, 'f1-score': 0.9376558603491272, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.34375, 'f1-score': 0.5, 'support': 32.0}, 'I-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 16.0}, 'I-per': {'precision': 0.8857142857142857, 'recall': 0.6595744680851063, 'f1-score': 0.7560975609756098, 'support': 47.0}, 'O': {'precision': 0.9919687930243231, 'recall': 0.9982680983720125, 'f1-score': 0.9951084767221039, 'support': 8661.0}, 'accuracy': 0.9881604911203683, 'macro avg': {'precision': 0.9089833241915182, 'recall': 0.7675902657040645, 'f1-score': 0.8203957440801958, 'support': 9122.0}, 'weighted avg': {'precision': 0.9875303746671918, 'recall': 0.9881604911203683, 'f1-score': 0.9872101110501608, 'support': 9122.0}}
09/09/2023 12:39:07 xlmrl_bcms-48 xlmrl_bcms-48-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.988379741284806 0.8265240812139009 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9347826086956522, 'recall': 0.9148936170212766, 'f1-score': 0.924731182795699, 'support': 47.0}, 'B-misc': {'precision': 0.7307692307692307, 'recall': 0.5428571428571428, 'f1-score': 0.6229508196721311, 'support': 35.0}, 'B-org': {'precision': 0.9206349206349206, 'recall': 0.8055555555555556, 'f1-score': 0.8592592592592592, 'support': 72.0}, 'B-per': {'precision': 0.9264705882352942, 'recall': 0.9356435643564357, 'f1-score': 0.9310344827586207, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8, 'recall': 0.25, 'f1-score': 0.38095238095238093, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9919697143512677, 'recall': 0.9983835584805449, 'f1-score': 0.9951663022211993, 'support': 8661.0}, 'accuracy': 0.988379741284806, 'macro avg': {'precision': 0.9133058435235386, 'recall': 0.7794407906356061, 'f1-score': 0.8265240812139008, 'support': 9122.0}, 'weighted avg': {'precision': 0.9874494390083676, 'recall': 0.988379741284806, 'f1-score': 0.9871819593735495, 'support': 9122.0}}
09/09/2023 12:50:29 xlmrl_bcms-48 xlmrl_bcms-48-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9889278666959 0.849647586967872 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6875, 'recall': 0.6285714285714286, 'f1-score': 0.6567164179104478, 'support': 35.0}, 'B-org': {'precision': 0.9491525423728814, 'recall': 0.7777777777777778, 'f1-score': 0.8549618320610687, 'support': 72.0}, 'B-per': {'precision': 0.9402985074626866, 'recall': 0.9356435643564357, 'f1-score': 0.9379652605459057, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8, 'recall': 0.375, 'f1-score': 0.5106382978723405, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9924242424242424, 'recall': 0.9982680983720125, 'f1-score': 0.9953375928164393, 'support': 8661.0}, 'accuracy': 0.9889278666959, 'macro avg': {'precision': 0.9196704484806395, 'recall': 0.8039728954184039, 'f1-score': 0.849647586967872, 'support': 9122.0}, 'weighted avg': {'precision': 0.9882934243854817, 'recall': 0.9889278666959, 'f1-score': 0.9881406984792164, 'support': 9122.0}}
09/09/2023 13:02:38 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9877219907914931 0.8182173609974465 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.6060606060606061, 'recall': 0.5714285714285714, 'f1-score': 0.588235294117647, 'support': 35.0}, 'B-org': {'precision': 0.8666666666666667, 'recall': 0.7222222222222222, 'f1-score': 0.7878787878787877, 'support': 72.0}, 'B-per': {'precision': 0.9310344827586207, 'recall': 0.9356435643564357, 'f1-score': 0.9333333333333333, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6842105263157895, 'recall': 0.40625, 'f1-score': 0.5098039215686275, 'support': 32.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8125, 'f1-score': 0.8387096774193549, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9928760197633, 'recall': 0.99769079782935, 'f1-score': 0.9952775858097214, 'support': 8661.0}, 'accuracy': 0.9877219907914931, 'macro avg': {'precision': 0.8772911793628474, 'recall': 0.7748926645198281, 'f1-score': 0.8182173609974465, 'support': 9122.0}, 'weighted avg': {'precision': 0.9869036777243726, 'recall': 0.9877219907914931, 'f1-score': 0.9870295872601724, 'support': 9122.0}}
09/09/2023 13:14:02 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9864064898048673 0.7564386161264189 {'B-deriv-per': {'precision': 0.7142857142857143, 'recall': 0.8333333333333334, 'f1-score': 0.7692307692307692, 'support': 6.0}, 'B-loc': {'precision': 0.8780487804878049, 'recall': 0.7659574468085106, 'f1-score': 0.8181818181818182, 'support': 47.0}, 'B-misc': {'precision': 0.5555555555555556, 'recall': 0.5714285714285714, 'f1-score': 0.5633802816901409, 'support': 35.0}, 'B-org': {'precision': 0.8166666666666667, 'recall': 0.6805555555555556, 'f1-score': 0.7424242424242424, 'support': 72.0}, 'B-per': {'precision': 0.9215686274509803, 'recall': 0.9306930693069307, 'f1-score': 0.9261083743842364, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.7142857142857143, 'recall': 0.3125, 'f1-score': 0.43478260869565216, 'support': 32.0}, 'I-org': {'precision': 0.9, 'recall': 0.5625, 'f1-score': 0.6923076923076923, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.992425111901756, 'recall': 0.9983835584805449, 'f1-score': 0.9953954184413492, 'support': 8661.0}, 'accuracy': 0.9864064898048673, 'macro avg': {'precision': 0.8404600876516545, 'recall': 0.7064926002998553, 'f1-score': 0.756438616126419, 'support': 9122.0}, 'weighted avg': {'precision': 0.9854702140290402, 'recall': 0.9864064898048673, 'f1-score': 0.9854012544130126, 'support': 9122.0}}
09/09/2023 13:26:06 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.7926577888612096 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9333333333333333, 'recall': 0.8936170212765957, 'f1-score': 0.9130434782608695, 'support': 47.0}, 'B-misc': {'precision': 0.6296296296296297, 'recall': 0.4857142857142857, 'f1-score': 0.5483870967741936, 'support': 35.0}, 'B-org': {'precision': 0.8688524590163934, 'recall': 0.7361111111111112, 'f1-score': 0.7969924812030076, 'support': 72.0}, 'B-per': {'precision': 0.9356435643564357, 'recall': 0.9356435643564357, 'f1-score': 0.9356435643564357, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.75, 'recall': 0.1875, 'f1-score': 0.3, 'support': 32.0}, 'I-org': {'precision': 0.7333333333333333, 'recall': 0.6875, 'f1-score': 0.7096774193548386, 'support': 16.0}, 'I-per': {'precision': 0.9428571428571428, 'recall': 0.7021276595744681, 'f1-score': 0.8048780487804879, 'support': 47.0}, 'O': {'precision': 0.991626519844001, 'recall': 0.99815263826348, 'f1-score': 0.9948788768053398, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8642418839513126, 'recall': 0.7626366280296375, 'f1-score': 0.7926577888612094, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860917392361601, 'recall': 0.9872834904626179, 'f1-score': 0.9859086352843504, 'support': 9122.0}}
09/09/2023 13:37:27 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9877219907914931 0.7854375220428138 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.7037037037037037, 'recall': 0.5428571428571428, 'f1-score': 0.6129032258064516, 'support': 35.0}, 'B-org': {'precision': 0.8771929824561403, 'recall': 0.6944444444444444, 'f1-score': 0.7751937984496124, 'support': 72.0}, 'B-per': {'precision': 0.93, 'recall': 0.9207920792079208, 'f1-score': 0.9253731343283582, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.7647058823529411, 'recall': 0.40625, 'f1-score': 0.5306122448979592, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.991973397546153, 'recall': 0.9988453989146749, 'f1-score': 0.9953975376826603, 'support': 8661.0}, 'accuracy': 0.9877219907914931, 'macro avg': {'precision': 0.8814455557056176, 'recall': 0.7282603959041204, 'f1-score': 0.7854375220428137, 'support': 9122.0}, 'weighted avg': {'precision': 0.9867276280587853, 'recall': 0.9877219907914931, 'f1-score': 0.9867330214279123, 'support': 9122.0}}
09/09/2023 13:49:31 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9869546152159614 0.7705993934502622 {'B-deriv-per': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 6.0}, 'B-loc': {'precision': 0.8837209302325582, 'recall': 0.8085106382978723, 'f1-score': 0.8444444444444444, 'support': 47.0}, 'B-misc': {'precision': 0.6538461538461539, 'recall': 0.4857142857142857, 'f1-score': 0.5573770491803278, 'support': 35.0}, 'B-org': {'precision': 0.9076923076923077, 'recall': 0.8194444444444444, 'f1-score': 0.8613138686131386, 'support': 72.0}, 'B-per': {'precision': 0.9170731707317074, 'recall': 0.9306930693069307, 'f1-score': 0.9238329238329239, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.1875, 'f1-score': 0.29268292682926833, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.5625, 'f1-score': 0.72, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.991626519844001, 'recall': 0.99815263826348, 'f1-score': 0.9948788768053398, 'support': 8661.0}, 'accuracy': 0.9869546152159614, 'macro avg': {'precision': 0.8482390454895748, 'recall': 0.7452089544112119, 'f1-score': 0.7705993934502621, 'support': 9122.0}, 'weighted avg': {'precision': 0.98568139537666, 'recall': 0.9869546152159614, 'f1-score': 0.9855329381467408, 'support': 9122.0}}
09/09/2023 14:00:54 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9864064898048673 0.7519457848790171 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9024390243902439, 'recall': 0.7872340425531915, 'f1-score': 0.8409090909090909, 'support': 47.0}, 'B-misc': {'precision': 0.6538461538461539, 'recall': 0.4857142857142857, 'f1-score': 0.5573770491803278, 'support': 35.0}, 'B-org': {'precision': 0.8, 'recall': 0.7777777777777778, 'f1-score': 0.7887323943661971, 'support': 72.0}, 'B-per': {'precision': 0.9387755102040817, 'recall': 0.9108910891089109, 'f1-score': 0.9246231155778896, 'support': 202.0}, 'I-loc': {'precision': 0.75, 'recall': 0.75, 'f1-score': 0.75, 'support': 4.0}, 'I-misc': {'precision': 0.7142857142857143, 'recall': 0.15625, 'f1-score': 0.25641025641025644, 'support': 32.0}, 'I-org': {'precision': 0.7857142857142857, 'recall': 0.6875, 'f1-score': 0.7333333333333334, 'support': 16.0}, 'I-per': {'precision': 0.9090909090909091, 'recall': 0.6382978723404256, 'f1-score': 0.75, 'support': 47.0}, 'O': {'precision': 0.9914030261348006, 'recall': 0.99861447869761, 'f1-score': 0.994995685936152, 'support': 8661.0}, 'accuracy': 0.9864064898048673, 'macro avg': {'precision': 0.8302697480809046, 'recall': 0.7192279546192201, 'f1-score': 0.751945784879017, 'support': 9122.0}, 'weighted avg': {'precision': 0.9850221676435421, 'recall': 0.9864064898048673, 'f1-score': 0.9848693361877958, 'support': 9122.0}}
09/09/2023 14:12:57 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9881604911203683 0.8208829540114587 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.6285714285714286, 'f1-score': 0.6470588235294118, 'support': 35.0}, 'B-org': {'precision': 0.8813559322033898, 'recall': 0.7222222222222222, 'f1-score': 0.7938931297709924, 'support': 72.0}, 'B-per': {'precision': 0.9353233830845771, 'recall': 0.9306930693069307, 'f1-score': 0.9330024813895781, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.6875, 'recall': 0.34375, 'f1-score': 0.4583333333333333, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9927669345579794, 'recall': 0.9983835584805449, 'f1-score': 0.9955673248517644, 'support': 8661.0}, 'accuracy': 0.9881604911203683, 'macro avg': {'precision': 0.8758129511029207, 'recall': 0.7864311767942829, 'f1-score': 0.8208829540114587, 'support': 9122.0}, 'weighted avg': {'precision': 0.9872246722401312, 'recall': 0.9881604911203683, 'f1-score': 0.9873110759627814, 'support': 9122.0}}
09/09/2023 14:24:18 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9891471168603376 0.8420878310582605 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.7096774193548387, 'recall': 0.6285714285714286, 'f1-score': 0.6666666666666666, 'support': 35.0}, 'B-org': {'precision': 0.9333333333333333, 'recall': 0.7777777777777778, 'f1-score': 0.8484848484848485, 'support': 72.0}, 'B-per': {'precision': 0.9447236180904522, 'recall': 0.9306930693069307, 'f1-score': 0.9376558603491272, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8, 'recall': 0.375, 'f1-score': 0.5106382978723405, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9925415949512335, 'recall': 0.9987299388061425, 'f1-score': 0.9956261510128914, 'support': 8661.0}, 'accuracy': 0.9891471168603376, 'macro avg': {'precision': 0.9083522718976612, 'recall': 0.8013963703823981, 'f1-score': 0.8420878310582603, 'support': 9122.0}, 'weighted avg': {'precision': 0.9884658380469267, 'recall': 0.9891471168603376, 'f1-score': 0.988333322528283, 'support': 9122.0}}
09/09/2023 14:36:32 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9871738653803991 0.8042285286867745 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8913043478260869, 'recall': 0.8723404255319149, 'f1-score': 0.8817204301075269, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.5142857142857142, 'f1-score': 0.5806451612903226, 'support': 35.0}, 'B-org': {'precision': 0.859375, 'recall': 0.7638888888888888, 'f1-score': 0.8088235294117647, 'support': 72.0}, 'B-per': {'precision': 0.916256157635468, 'recall': 0.9207920792079208, 'f1-score': 0.9185185185185185, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.7777777777777778, 'recall': 0.21875, 'f1-score': 0.34146341463414637, 'support': 32.0}, 'I-org': {'precision': 0.8125, 'recall': 0.8125, 'f1-score': 0.8125, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.992193777981862, 'recall': 0.9979217180464149, 'f1-score': 0.9950495049504952, 'support': 8661.0}, 'accuracy': 0.9871738653803991, 'macro avg': {'precision': 0.8687502299316433, 'recall': 0.7781329889790641, 'f1-score': 0.8042285286867745, 'support': 9122.0}, 'weighted avg': {'precision': 0.9861408536754666, 'recall': 0.9871738653803991, 'f1-score': 0.9859473202949861, 'support': 9122.0}}
09/09/2023 14:59:55 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.988379741284806 0.8194310693520773 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.9130434782608695, 'recall': 0.8936170212765957, 'f1-score': 0.9032258064516129, 'support': 47.0}, 'B-misc': {'precision': 0.6388888888888888, 'recall': 0.6571428571428571, 'f1-score': 0.647887323943662, 'support': 35.0}, 'B-org': {'precision': 0.9310344827586207, 'recall': 0.75, 'f1-score': 0.8307692307692308, 'support': 72.0}, 'B-per': {'precision': 0.93, 'recall': 0.9207920792079208, 'f1-score': 0.9253731343283582, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.7333333333333333, 'recall': 0.34375, 'f1-score': 0.4680851063829787, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9927677648949604, 'recall': 0.9984990185890775, 'f1-score': 0.9956251439097398, 'support': 8661.0}, 'accuracy': 0.988379741284806, 'macro avg': {'precision': 0.8970020329089055, 'recall': 0.7682152040046238, 'f1-score': 0.8194310693520774, 'support': 9122.0}, 'weighted avg': {'precision': 0.9876819788432367, 'recall': 0.988379741284806, 'f1-score': 0.9875728402353371, 'support': 9122.0}}
09/09/2023 15:11:18 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.7986479247337488 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'B-loc': {'precision': 0.9090909090909091, 'recall': 0.851063829787234, 'f1-score': 0.8791208791208791, 'support': 47.0}, 'B-misc': {'precision': 0.6470588235294118, 'recall': 0.6285714285714286, 'f1-score': 0.6376811594202899, 'support': 35.0}, 'B-org': {'precision': 0.9152542372881356, 'recall': 0.75, 'f1-score': 0.8244274809160305, 'support': 72.0}, 'B-per': {'precision': 0.9117647058823529, 'recall': 0.9207920792079208, 'f1-score': 0.9162561576354681, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.25, 'f1-score': 0.36363636363636365, 'support': 32.0}, 'I-org': {'precision': 0.7777777777777778, 'recall': 0.875, 'f1-score': 0.823529411764706, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9924207625172256, 'recall': 0.9978062579378825, 'f1-score': 0.9951062237319362, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8734319597038194, 'recall': 0.7537417992667587, 'f1-score': 0.7986479247337488, 'support': 9122.0}, 'weighted avg': {'precision': 0.9863576559674063, 'recall': 0.9872834904626179, 'f1-score': 0.9863049688715188, 'support': 9122.0}}
09/09/2023 15:46:56 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.988379741284806 0.8310562210276284 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.6285714285714286, 'f1-score': 0.6470588235294118, 'support': 35.0}, 'B-org': {'precision': 0.8769230769230769, 'recall': 0.7916666666666666, 'f1-score': 0.832116788321168, 'support': 72.0}, 'B-per': {'precision': 0.9211822660098522, 'recall': 0.9257425742574258, 'f1-score': 0.9234567901234567, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.375, 'f1-score': 0.4800000000000001, 'support': 32.0}, 'I-org': {'precision': 0.9230769230769231, 'recall': 0.75, 'f1-score': 0.8275862068965517, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.993448275862069, 'recall': 0.9979217180464149, 'f1-score': 0.995679972351823, 'support': 8661.0}, 'accuracy': 0.988379741284806, 'macro avg': {'precision': 0.8751210628452007, 'recall': 0.8022093876903638, 'f1-score': 0.8310562210276284, 'support': 9122.0}, 'weighted avg': {'precision': 0.9875924615445592, 'recall': 0.988379741284806, 'f1-score': 0.9877062481644875, 'support': 9122.0}}
09/09/2023 15:58:27 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9885989914492436 0.8232621430949246 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'B-loc': {'precision': 0.9318181818181818, 'recall': 0.8723404255319149, 'f1-score': 0.9010989010989012, 'support': 47.0}, 'B-misc': {'precision': 0.696969696969697, 'recall': 0.6571428571428571, 'f1-score': 0.676470588235294, 'support': 35.0}, 'B-org': {'precision': 0.9193548387096774, 'recall': 0.7916666666666666, 'f1-score': 0.8507462686567164, 'support': 72.0}, 'B-per': {'precision': 0.9207920792079208, 'recall': 0.9207920792079208, 'f1-score': 0.9207920792079208, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.7647058823529411, 'recall': 0.40625, 'f1-score': 0.5306122448979592, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9927669345579794, 'recall': 0.9983835584805449, 'f1-score': 0.9955673248517644, 'support': 8661.0}, 'accuracy': 0.9885989914492436, 'macro avg': {'precision': 0.8967584084204633, 'recall': 0.7785759984193026, 'f1-score': 0.8232621430949246, 'support': 9122.0}, 'weighted avg': {'precision': 0.9880117567294552, 'recall': 0.9885989914492436, 'f1-score': 0.987867094765179, 'support': 9122.0}}
09/09/2023 16:08:38 xlmrl_bcms-6 xlmrl_bcms-6-1 datasets/set.sr.plus.conllup_extracted.json 0.9915944313107433 0.9445613299516354 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9769230769230769, 'recall': 0.9844961240310077, 'f1-score': 0.9806949806949806, 'support': 387.0}, 'B-misc': {'precision': 0.8235294117647058, 'recall': 0.8, 'f1-score': 0.8115942028985507, 'support': 35.0}, 'B-org': {'precision': 0.9581589958158996, 'recall': 0.9123505976095617, 'f1-score': 0.9346938775510203, 'support': 251.0}, 'B-per': {'precision': 0.9771689497716894, 'recall': 0.9953488372093023, 'f1-score': 0.9861751152073732, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9855072463768116, 'recall': 0.8717948717948718, 'f1-score': 0.9251700680272109, 'support': 78.0}, 'I-org': {'precision': 0.88, 'recall': 0.8700564971751412, 'f1-score': 0.8749999999999999, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9958362248438585, 'recall': 0.997913769123783, 'f1-score': 0.9968739145536645, 'support': 10066.0}, 'accuracy': 0.9915944313107433, 'macro avg': {'precision': 0.9583425275359054, 'recall': 0.932286978785276, 'f1-score': 0.9445613299516353, 'support': 11421.0}, 'weighted avg': {'precision': 0.991526695918715, 'recall': 0.9915944313107433, 'f1-score': 0.9915047260745342, 'support': 11421.0}}
09/09/2023 16:18:22 xlmrl_bcms-6 xlmrl_bcms-6-2 datasets/set.sr.plus.conllup_extracted.json 0.9917695473251029 0.9408711609452132 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9794344473007712, 'recall': 0.9844961240310077, 'f1-score': 0.981958762886598, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.8, 'f1-score': 0.8000000000000002, 'support': 35.0}, 'B-org': {'precision': 0.9549180327868853, 'recall': 0.9282868525896414, 'f1-score': 0.9414141414141414, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.9791666666666666, 'recall': 0.8545454545454545, 'f1-score': 0.912621359223301, 'support': 55.0}, 'I-misc': {'precision': 0.9855072463768116, 'recall': 0.8717948717948718, 'f1-score': 0.9251700680272109, 'support': 78.0}, 'I-org': {'precision': 0.8757062146892656, 'recall': 0.8757062146892656, 'f1-score': 0.8757062146892655, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964289257018153, 'recall': 0.997913769123783, 'f1-score': 0.9971707946592544, 'support': 10066.0}, 'accuracy': 0.9917695473251029, 'macro avg': {'precision': 0.9530065643111257, 'recall': 0.9303440961192629, 'f1-score': 0.9408711609452132, 'support': 11421.0}, 'weighted avg': {'precision': 0.9917380125763775, 'recall': 0.9917695473251029, 'f1-score': 0.9917026015888883, 'support': 11421.0}}
09/09/2023 16:28:55 xlmrl_bcms-12 xlmrl_bcms-12-1 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9402663614497179 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9896103896103896, 'recall': 0.9844961240310077, 'f1-score': 0.9870466321243523, 'support': 387.0}, 'B-misc': {'precision': 0.7777777777777778, 'recall': 0.8, 'f1-score': 0.7887323943661971, 'support': 35.0}, 'B-org': {'precision': 0.943089430894309, 'recall': 0.9243027888446215, 'f1-score': 0.9336016096579477, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9615384615384616, 'recall': 0.9090909090909091, 'f1-score': 0.9345794392523366, 'support': 55.0}, 'I-misc': {'precision': 0.9333333333333333, 'recall': 0.8974358974358975, 'f1-score': 0.9150326797385621, 'support': 78.0}, 'I-org': {'precision': 0.884393063583815, 'recall': 0.864406779661017, 'f1-score': 0.8742857142857143, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9965260545905708, 'recall': 0.9974170474865885, 'f1-score': 0.9969713519686212, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.944075169937349, 'recall': 0.9367847220968646, 'f1-score': 0.9402663614497181, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914505587490514, 'recall': 0.9915068733035636, 'f1-score': 0.9914650138929987, 'support': 11421.0}}
09/09/2023 16:38:43 xlmrl_bcms-12 xlmrl_bcms-12-2 datasets/set.sr.plus.conllup_extracted.json 0.9919446633394624 0.9453104948829791 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.974293059125964, 'recall': 0.979328165374677, 'f1-score': 0.9768041237113402, 'support': 387.0}, 'B-misc': {'precision': 0.8181818181818182, 'recall': 0.7714285714285715, 'f1-score': 0.7941176470588236, 'support': 35.0}, 'B-org': {'precision': 0.9663865546218487, 'recall': 0.9163346613545816, 'f1-score': 0.9406952965235174, 'support': 251.0}, 'B-per': {'precision': 0.9771689497716894, 'recall': 0.9953488372093023, 'f1-score': 0.9861751152073732, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9459459459459459, 'recall': 0.8974358974358975, 'f1-score': 0.9210526315789475, 'support': 78.0}, 'I-org': {'precision': 0.8784530386740331, 'recall': 0.8983050847457628, 'f1-score': 0.8882681564245811, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9964282170850283, 'recall': 0.9977150804689052, 'f1-score': 0.9970712335567138, 'support': 10066.0}, 'accuracy': 0.9919446633394624, 'macro avg': {'precision': 0.954996103168219, 'recall': 0.9364987207108607, 'f1-score': 0.9453104948829791, 'support': 11421.0}, 'weighted avg': {'precision': 0.9919153689070848, 'recall': 0.9919446633394624, 'f1-score': 0.9918944725625851, 'support': 11421.0}}
09/09/2023 16:49:17 xlmrl_bcms-18 xlmrl_bcms-18-1 datasets/set.sr.plus.conllup_extracted.json 0.9929953594256195 0.948575498763307 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870801033591732, 'recall': 0.9870801033591732, 'f1-score': 0.9870801033591732, 'support': 387.0}, 'B-misc': {'precision': 0.84375, 'recall': 0.7714285714285715, 'f1-score': 0.8059701492537314, 'support': 35.0}, 'B-org': {'precision': 0.959349593495935, 'recall': 0.9402390438247012, 'f1-score': 0.9496981891348089, 'support': 251.0}, 'B-per': {'precision': 0.9727272727272728, 'recall': 0.9953488372093023, 'f1-score': 0.9839080459770115, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8589743589743589, 'f1-score': 0.9241379310344827, 'support': 78.0}, 'I-org': {'precision': 0.8804347826086957, 'recall': 0.9152542372881356, 'f1-score': 0.8975069252077563, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9970226280269948, 'recall': 0.9980131134512219, 'f1-score': 0.9975176248634693, 'support': 10066.0}, 'accuracy': 0.9929953594256195, 'macro avg': {'precision': 0.961385998535668, 'recall': 0.9375429174626374, 'f1-score': 0.948575498763307, 'support': 11421.0}, 'weighted avg': {'precision': 0.9930180857214332, 'recall': 0.9929953594256195, 'f1-score': 0.9929485902632479, 'support': 11421.0}}
09/09/2023 16:58:56 xlmrl_bcms-18 xlmrl_bcms-18-2 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.9415195417079489 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.7878787878787878, 'recall': 0.7428571428571429, 'f1-score': 0.7647058823529412, 'support': 35.0}, 'B-org': {'precision': 0.9590163934426229, 'recall': 0.9322709163346613, 'f1-score': 0.9454545454545454, 'support': 251.0}, 'B-per': {'precision': 0.9770642201834863, 'recall': 0.9906976744186047, 'f1-score': 0.9838337182448038, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.9855072463768116, 'recall': 0.8717948717948718, 'f1-score': 0.9251700680272109, 'support': 78.0}, 'I-org': {'precision': 0.8870056497175142, 'recall': 0.8870056497175142, 'f1-score': 0.8870056497175142, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9962324013484037, 'recall': 0.9982118021060997, 'f1-score': 0.9972211194918618, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.9567766910110087, 'recall': 0.9280061453987175, 'f1-score': 0.9415195417079489, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921484576349326, 'recall': 0.9922073373610016, 'f1-score': 0.9921251513394791, 'support': 11421.0}}
09/09/2023 17:09:13 xlmrl_bcms-24 xlmrl_bcms-24-1 datasets/set.sr.plus.conllup_extracted.json 0.992470011382541 0.9433256277334487 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9871134020618557, 'recall': 0.9896640826873385, 'f1-score': 0.9883870967741935, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.7714285714285715, 'f1-score': 0.7605633802816902, 'support': 35.0}, 'B-org': {'precision': 0.9547325102880658, 'recall': 0.9243027888446215, 'f1-score': 0.9392712550607287, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9583333333333334, 'recall': 0.8846153846153846, 'f1-score': 0.9199999999999999, 'support': 78.0}, 'I-org': {'precision': 0.9075144508670521, 'recall': 0.8870056497175142, 'f1-score': 0.897142857142857, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9966269841269841, 'recall': 0.9980131134512219, 'f1-score': 0.997319567159734, 'support': 10066.0}, 'accuracy': 0.992470011382541, 'macro avg': {'precision': 0.9515749920808357, 'recall': 0.9359469337044863, 'f1-score': 0.9433256277334486, 'support': 11421.0}, 'weighted avg': {'precision': 0.9924284185716246, 'recall': 0.992470011382541, 'f1-score': 0.9924168975468173, 'support': 11421.0}}
09/09/2023 17:18:32 xlmrl_bcms-24 xlmrl_bcms-24-2 datasets/set.sr.plus.conllup_extracted.json 0.9925575693897207 0.9448942171318118 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9922279792746114, 'recall': 0.9896640826873385, 'f1-score': 0.9909443725743855, 'support': 387.0}, 'B-misc': {'precision': 0.717948717948718, 'recall': 0.8, 'f1-score': 0.7567567567567569, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.963963963963964, 'recall': 0.9953488372093023, 'f1-score': 0.9794050343249429, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9272727272727272, 'f1-score': 0.9622641509433962, 'support': 55.0}, 'I-misc': {'precision': 0.9135802469135802, 'recall': 0.9487179487179487, 'f1-score': 0.9308176100628931, 'support': 78.0}, 'I-org': {'precision': 0.9028571428571428, 'recall': 0.8926553672316384, 'f1-score': 0.8977272727272727, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9973179696036555, 'recall': 0.9974170474865885, 'f1-score': 0.9973675060845378, 'support': 10066.0}, 'accuracy': 0.9925575693897207, 'macro avg': {'precision': 0.9435544923382988, 'recall': 0.9471394735705146, 'f1-score': 0.9448942171318118, 'support': 11421.0}, 'weighted avg': {'precision': 0.9926484674352275, 'recall': 0.9925575693897207, 'f1-score': 0.9925750945716203, 'support': 11421.0}}
09/09/2023 17:28:30 xlmrl_bcms-30 xlmrl_bcms-30-1 datasets/set.sr.plus.conllup_extracted.json 0.9914193152963838 0.9372314326467078 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9794344473007712, 'recall': 0.9844961240310077, 'f1-score': 0.981958762886598, 'support': 387.0}, 'B-misc': {'precision': 0.7575757575757576, 'recall': 0.7142857142857143, 'f1-score': 0.7352941176470589, 'support': 35.0}, 'B-org': {'precision': 0.9586776859504132, 'recall': 0.9243027888446215, 'f1-score': 0.9411764705882353, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9710144927536232, 'recall': 0.8589743589743589, 'f1-score': 0.9115646258503401, 'support': 78.0}, 'I-org': {'precision': 0.8695652173913043, 'recall': 0.903954802259887, 'f1-score': 0.8864265927977839, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996031746031746, 'recall': 0.9974170474865885, 'f1-score': 0.9967239154174526, 'support': 10066.0}, 'accuracy': 0.9914193152963838, 'macro avg': {'precision': 0.950008219834811, 'recall': 0.9260386438419177, 'f1-score': 0.937231432646708, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914138890676383, 'recall': 0.9914193152963838, 'f1-score': 0.9913626696510218, 'support': 11421.0}}
09/09/2023 17:37:57 xlmrl_bcms-30 xlmrl_bcms-30-2 datasets/set.sr.plus.conllup_extracted.json 0.9916819893179232 0.9424849785320044 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9744897959183674, 'recall': 0.9870801033591732, 'f1-score': 0.9807445442875482, 'support': 387.0}, 'B-misc': {'precision': 0.8181818181818182, 'recall': 0.7714285714285715, 'f1-score': 0.7941176470588236, 'support': 35.0}, 'B-org': {'precision': 0.9658119658119658, 'recall': 0.900398406374502, 'f1-score': 0.931958762886598, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.971830985915493, 'recall': 0.8846153846153846, 'f1-score': 0.9261744966442953, 'support': 78.0}, 'I-org': {'precision': 0.8764044943820225, 'recall': 0.8813559322033898, 'f1-score': 0.8788732394366198, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9963304572051969, 'recall': 0.9980131134512219, 'f1-score': 0.9971710754876172, 'support': 10066.0}, 'accuracy': 0.9916819893179232, 'macro avg': {'precision': 0.953792486232244, 'recall': 0.9322680094941755, 'f1-score': 0.9424849785320045, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916189098596383, 'recall': 0.9916819893179232, 'f1-score': 0.9915975430251512, 'support': 11421.0}}
09/09/2023 17:47:58 xlmrl_bcms-36 xlmrl_bcms-36-1 datasets/set.sr.plus.conllup_extracted.json 0.9916819893179232 0.9396107334410763 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9670050761421319, 'recall': 0.9844961240310077, 'f1-score': 0.9756722151088347, 'support': 387.0}, 'B-misc': {'precision': 0.717948717948718, 'recall': 0.8, 'f1-score': 0.7567567567567569, 'support': 35.0}, 'B-org': {'precision': 0.9656652360515021, 'recall': 0.896414342629482, 'f1-score': 0.9297520661157025, 'support': 251.0}, 'B-per': {'precision': 0.9815668202764977, 'recall': 0.9906976744186047, 'f1-score': 0.9861111111111112, 'support': 215.0}, 'I-loc': {'precision': 0.9807692307692307, 'recall': 0.9272727272727272, 'f1-score': 0.9532710280373831, 'support': 55.0}, 'I-misc': {'precision': 0.922077922077922, 'recall': 0.9102564102564102, 'f1-score': 0.9161290322580644, 'support': 78.0}, 'I-org': {'precision': 0.8820224719101124, 'recall': 0.8870056497175142, 'f1-score': 0.8845070422535212, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9970217412885932, 'recall': 0.9977150804689052, 'f1-score': 0.997368290381846, 'support': 10066.0}, 'accuracy': 0.9916819893179232, 'macro avg': {'precision': 0.9407180664740571, 'recall': 0.9393858008794652, 'f1-score': 0.9396107334410763, 'support': 11421.0}, 'weighted avg': {'precision': 0.9917509953339255, 'recall': 0.9916819893179232, 'f1-score': 0.9916741047055478, 'support': 11421.0}}
09/09/2023 17:57:15 xlmrl_bcms-36 xlmrl_bcms-36-2 datasets/set.sr.plus.conllup_extracted.json 0.9908939672533054 0.9337110979990978 {'B-deriv-per': {'precision': 0.9285714285714286, 'recall': 1.0, 'f1-score': 0.962962962962963, 'support': 13.0}, 'B-loc': {'precision': 0.9719387755102041, 'recall': 0.9844961240310077, 'f1-score': 0.9781771501925546, 'support': 387.0}, 'B-misc': {'precision': 0.7368421052631579, 'recall': 0.8, 'f1-score': 0.7671232876712328, 'support': 35.0}, 'B-org': {'precision': 0.9493670886075949, 'recall': 0.896414342629482, 'f1-score': 0.9221311475409837, 'support': 251.0}, 'B-per': {'precision': 0.981651376146789, 'recall': 0.9953488372093023, 'f1-score': 0.9884526558891455, 'support': 215.0}, 'I-loc': {'precision': 0.9807692307692307, 'recall': 0.9272727272727272, 'f1-score': 0.9532710280373831, 'support': 55.0}, 'I-misc': {'precision': 0.9324324324324325, 'recall': 0.8846153846153846, 'f1-score': 0.9078947368421053, 'support': 78.0}, 'I-org': {'precision': 0.8685714285714285, 'recall': 0.8587570621468926, 'f1-score': 0.8636363636363636, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9964271536323938, 'recall': 0.9974170474865885, 'f1-score': 0.9969218548307021, 'support': 10066.0}, 'accuracy': 0.9908939672533054, 'macro avg': {'precision': 0.9339674467780522, 'recall': 0.9344321525391386, 'f1-score': 0.9337110979990978, 'support': 11421.0}, 'weighted avg': {'precision': 0.9908763854990574, 'recall': 0.9908939672533054, 'f1-score': 0.9908520342325114, 'support': 11421.0}}
09/09/2023 18:07:16 xlmrl_bcms-42 xlmrl_bcms-42-1 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9424314930351759 {'B-deriv-per': {'precision': 0.9285714285714286, 'recall': 1.0, 'f1-score': 0.962962962962963, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.8, 'f1-score': 0.8000000000000002, 'support': 35.0}, 'B-org': {'precision': 0.9510204081632653, 'recall': 0.9282868525896414, 'f1-score': 0.939516129032258, 'support': 251.0}, 'B-per': {'precision': 0.9861111111111112, 'recall': 0.9906976744186047, 'f1-score': 0.9883990719257542, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9272727272727272, 'f1-score': 0.9622641509433962, 'support': 55.0}, 'I-misc': {'precision': 0.9583333333333334, 'recall': 0.8846153846153846, 'f1-score': 0.9199999999999999, 'support': 78.0}, 'I-org': {'precision': 0.884393063583815, 'recall': 0.864406779661017, 'f1-score': 0.8742857142857143, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9963300932354692, 'recall': 0.997913769123783, 'f1-score': 0.9971213023625174, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9479821649160882, 'recall': 0.9377689311712167, 'f1-score': 0.9424314930351759, 'support': 11421.0}, 'weighted avg': {'precision': 0.9919589062657126, 'recall': 0.9920322213466422, 'f1-score': 0.9919717287349435, 'support': 11421.0}}
09/09/2023 18:16:34 xlmrl_bcms-42 xlmrl_bcms-42-2 datasets/set.sr.plus.conllup_extracted.json 0.9926451273969005 0.9450427506417022 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9846153846153847, 'recall': 0.9922480620155039, 'f1-score': 0.9884169884169884, 'support': 387.0}, 'B-misc': {'precision': 0.7714285714285715, 'recall': 0.7714285714285715, 'f1-score': 0.7714285714285715, 'support': 35.0}, 'B-org': {'precision': 0.9626556016597511, 'recall': 0.9243027888446215, 'f1-score': 0.9430894308943089, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9272727272727272, 'f1-score': 0.9622641509433962, 'support': 55.0}, 'I-misc': {'precision': 0.9583333333333334, 'recall': 0.8846153846153846, 'f1-score': 0.9199999999999999, 'support': 78.0}, 'I-org': {'precision': 0.9122807017543859, 'recall': 0.8813559322033898, 'f1-score': 0.8965517241379309, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9966276532434041, 'recall': 0.9982118021060997, 'f1-score': 0.9974190986698432, 'support': 10066.0}, 'accuracy': 0.9926451273969005, 'macro avg': {'precision': 0.9538135822495551, 'recall': 0.9370132942904904, 'f1-score': 0.9450427506417022, 'support': 11421.0}, 'weighted avg': {'precision': 0.9925681783689936, 'recall': 0.9926451273969005, 'f1-score': 0.9925733283104597, 'support': 11421.0}}
09/09/2023 18:26:48 xlmrl_bcms-48 xlmrl_bcms-48-1 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.9424788342044907 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.982051282051282, 'recall': 0.9896640826873385, 'f1-score': 0.9858429858429858, 'support': 387.0}, 'B-misc': {'precision': 0.7567567567567568, 'recall': 0.8, 'f1-score': 0.7777777777777778, 'support': 35.0}, 'B-org': {'precision': 0.9545454545454546, 'recall': 0.9203187250996016, 'f1-score': 0.9371196754563894, 'support': 251.0}, 'B-per': {'precision': 0.9724770642201835, 'recall': 0.986046511627907, 'f1-score': 0.979214780600462, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9714285714285714, 'recall': 0.8717948717948718, 'f1-score': 0.9189189189189189, 'support': 78.0}, 'I-org': {'precision': 0.8971428571428571, 'recall': 0.8870056497175142, 'f1-score': 0.8920454545454545, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996725865661276, 'recall': 0.9980131134512219, 'f1-score': 0.9973690742119632, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.9497821378532139, 'recall': 0.9361933863469364, 'f1-score': 0.942478834204491, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921872913456286, 'recall': 0.9922073373610016, 'f1-score': 0.9921609478385875, 'support': 11421.0}}
09/09/2023 18:36:23 xlmrl_bcms-48 xlmrl_bcms-48-2 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.935833768117148 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9870466321243523, 'recall': 0.9844961240310077, 'f1-score': 0.9857697283311773, 'support': 387.0}, 'B-misc': {'precision': 0.7714285714285715, 'recall': 0.7714285714285715, 'f1-score': 0.7714285714285715, 'support': 35.0}, 'B-org': {'precision': 0.9590163934426229, 'recall': 0.9322709163346613, 'f1-score': 0.9454545454545454, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 0.9259259259259259, 'recall': 0.9090909090909091, 'f1-score': 0.9174311926605504, 'support': 55.0}, 'I-misc': {'precision': 0.9577464788732394, 'recall': 0.8717948717948718, 'f1-score': 0.9127516778523489, 'support': 78.0}, 'I-org': {'precision': 0.8876404494382022, 'recall': 0.8926553672316384, 'f1-score': 0.8901408450704225, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9967245657568238, 'recall': 0.9976157361414664, 'f1-score': 0.9971699518395313, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9446958257120803, 'recall': 0.9277778256339351, 'f1-score': 0.9358337681171479, 'support': 11421.0}, 'weighted avg': {'precision': 0.9920032477824713, 'recall': 0.9920322213466422, 'f1-score': 0.991993675073253, 'support': 11421.0}}
09/09/2023 18:46:56 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-1 datasets/set.sr.plus.conllup_extracted.json 0.9901935031958673 0.9296989040006374 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9619289340101523, 'recall': 0.979328165374677, 'f1-score': 0.970550576184379, 'support': 387.0}, 'B-misc': {'precision': 0.8064516129032258, 'recall': 0.7142857142857143, 'f1-score': 0.7575757575757576, 'support': 35.0}, 'B-org': {'precision': 0.9330543933054394, 'recall': 0.8884462151394422, 'f1-score': 0.9102040816326531, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 0.9795918367346939, 'recall': 0.8727272727272727, 'f1-score': 0.923076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9558823529411765, 'recall': 0.8333333333333334, 'f1-score': 0.8904109589041096, 'support': 78.0}, 'I-org': {'precision': 0.8700564971751412, 'recall': 0.8700564971751412, 'f1-score': 0.8700564971751411, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.996033320111067, 'recall': 0.9978144247963441, 'f1-score': 0.996923076923077, 'support': 10066.0}, 'accuracy': 0.9901935031958673, 'macro avg': {'precision': 0.9464428187311962, 'recall': 0.9151340460041227, 'f1-score': 0.9296989040006371, 'support': 11421.0}, 'weighted avg': {'precision': 0.9900528564242729, 'recall': 0.9901935031958673, 'f1-score': 0.9900521147741101, 'support': 11421.0}}
09/09/2023 18:56:45 xlmrl_sl-bcms-6 xlmrl_sl-bcms-6-2 datasets/set.sr.plus.conllup_extracted.json 0.992470011382541 0.9479001940440004 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9695431472081218, 'recall': 0.9870801033591732, 'f1-score': 0.9782330345710628, 'support': 387.0}, 'B-misc': {'precision': 0.896551724137931, 'recall': 0.7428571428571429, 'f1-score': 0.8125, 'support': 35.0}, 'B-org': {'precision': 0.9621848739495799, 'recall': 0.9123505976095617, 'f1-score': 0.9366053169734151, 'support': 251.0}, 'B-per': {'precision': 0.9594594594594594, 'recall': 0.9906976744186047, 'f1-score': 0.9748283752860413, 'support': 215.0}, 'I-loc': {'precision': 0.9607843137254902, 'recall': 0.8909090909090909, 'f1-score': 0.9245283018867925, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 78.0}, 'I-org': {'precision': 0.9230769230769231, 'recall': 0.8813559322033898, 'f1-score': 0.9017341040462428, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964310498661644, 'recall': 0.9985098350884164, 'f1-score': 0.9974693594005855, 'support': 10066.0}, 'accuracy': 0.992470011382541, 'macro avg': {'precision': 0.9654332861286683, 'recall': 0.9326837299522304, 'f1-score': 0.9479001940440004, 'support': 11421.0}, 'weighted avg': {'precision': 0.9923574812461344, 'recall': 0.992470011382541, 'f1-score': 0.9923438561355226, 'support': 11421.0}}
09/09/2023 19:07:36 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-1 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9416727904576587 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9845360824742269, 'recall': 0.9870801033591732, 'f1-score': 0.9858064516129033, 'support': 387.0}, 'B-misc': {'precision': 0.7777777777777778, 'recall': 0.8, 'f1-score': 0.7887323943661971, 'support': 35.0}, 'B-org': {'precision': 0.9504132231404959, 'recall': 0.9163346613545816, 'f1-score': 0.9330628803245437, 'support': 251.0}, 'B-per': {'precision': 0.9727272727272728, 'recall': 0.9953488372093023, 'f1-score': 0.9839080459770115, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9705882352941176, 'recall': 0.8461538461538461, 'f1-score': 0.9041095890410958, 'support': 78.0}, 'I-org': {'precision': 0.8863636363636364, 'recall': 0.8813559322033898, 'f1-score': 0.8838526912181303, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9965284665740924, 'recall': 0.9981124577786609, 'f1-score': 0.9973198332340679, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9512430299490227, 'recall': 0.9333476747149863, 'f1-score': 0.9416727904576586, 'support': 11421.0}, 'weighted avg': {'precision': 0.9919887947191727, 'recall': 0.9920322213466422, 'f1-score': 0.9919642922340519, 'support': 11421.0}}
09/09/2023 19:17:29 xlmrl_sl-bcms-12 xlmrl_sl-bcms-12-2 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.947312108502851 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.987012987012987, 'recall': 0.9819121447028424, 'f1-score': 0.9844559585492229, 'support': 387.0}, 'B-misc': {'precision': 0.8787878787878788, 'recall': 0.8285714285714286, 'f1-score': 0.8529411764705883, 'support': 35.0}, 'B-org': {'precision': 0.9510204081632653, 'recall': 0.9282868525896414, 'f1-score': 0.939516129032258, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8846153846153846, 'f1-score': 0.9387755102040816, 'support': 78.0}, 'I-org': {'precision': 0.8688524590163934, 'recall': 0.8983050847457628, 'f1-score': 0.8833333333333333, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964285714285714, 'recall': 0.9978144247963441, 'f1-score': 0.9971210165789735, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.9641006413998138, 'recall': 0.9324189008426023, 'f1-score': 0.947312108502851, 'support': 11421.0}, 'weighted avg': {'precision': 0.9922433758626961, 'recall': 0.9922073373610016, 'f1-score': 0.9921724257236736, 'support': 11421.0}}
09/09/2023 19:28:20 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-1 datasets/set.sr.plus.conllup_extracted.json 0.9926451273969005 0.9502252467564258 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9795918367346939, 'recall': 0.9922480620155039, 'f1-score': 0.9858793324775352, 'support': 387.0}, 'B-misc': {'precision': 0.8484848484848485, 'recall': 0.8, 'f1-score': 0.823529411764706, 'support': 35.0}, 'B-org': {'precision': 0.966804979253112, 'recall': 0.9282868525896414, 'f1-score': 0.9471544715447154, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9859154929577465, 'recall': 0.8974358974358975, 'f1-score': 0.9395973154362417, 'support': 78.0}, 'I-org': {'precision': 0.9064327485380117, 'recall': 0.8757062146892656, 'f1-score': 0.8908045977011494, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996330821102737, 'recall': 0.9981124577786609, 'f1-score': 0.9972208436724564, 'support': 10066.0}, 'accuracy': 0.9926451273969005, 'macro avg': {'precision': 0.9622856993522936, 'recall': 0.9391578068018482, 'f1-score': 0.9502252467564258, 'support': 11421.0}, 'weighted avg': {'precision': 0.9925515861480371, 'recall': 0.9926451273969005, 'f1-score': 0.9925585479035437, 'support': 11421.0}}
09/09/2023 19:38:15 xlmrl_sl-bcms-18 xlmrl_sl-bcms-18-2 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9405761048793149 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9768637532133676, 'recall': 0.9819121447028424, 'f1-score': 0.979381443298969, 'support': 387.0}, 'B-misc': {'precision': 0.8387096774193549, 'recall': 0.7428571428571429, 'f1-score': 0.787878787878788, 'support': 35.0}, 'B-org': {'precision': 0.9497907949790795, 'recall': 0.9043824701195219, 'f1-score': 0.926530612244898, 'support': 251.0}, 'B-per': {'precision': 0.9551569506726457, 'recall': 0.9906976744186047, 'f1-score': 0.9726027397260273, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8545454545454545, 'f1-score': 0.9215686274509803, 'support': 55.0}, 'I-misc': {'precision': 0.9863013698630136, 'recall': 0.9230769230769231, 'f1-score': 0.9536423841059603, 'support': 78.0}, 'I-org': {'precision': 0.8850574712643678, 'recall': 0.8700564971751412, 'f1-score': 0.8774928774928774, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9960337134357957, 'recall': 0.997913769123783, 'f1-score': 0.996972854945164, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.956750556758232, 'recall': 0.9265442076019414, 'f1-score': 0.9405761048793149, 'support': 11421.0}, 'weighted avg': {'precision': 0.9911461875786046, 'recall': 0.9912441992820243, 'f1-score': 0.9911300228026335, 'support': 11421.0}}
09/09/2023 19:49:00 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-1 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9410337050419292 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9769820971867008, 'recall': 0.9870801033591732, 'f1-score': 0.982005141388175, 'support': 387.0}, 'B-misc': {'precision': 0.7777777777777778, 'recall': 0.8, 'f1-score': 0.7887323943661971, 'support': 35.0}, 'B-org': {'precision': 0.9541666666666667, 'recall': 0.9123505976095617, 'f1-score': 0.9327902240325865, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9710144927536232, 'recall': 0.8589743589743589, 'f1-score': 0.9115646258503401, 'support': 78.0}, 'I-org': {'precision': 0.8895348837209303, 'recall': 0.864406779661017, 'f1-score': 0.8767908309455587, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9962312803729049, 'recall': 0.997913769123783, 'f1-score': 0.9970718149784109, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.9513480853395115, 'recall': 0.9320514192237408, 'f1-score': 0.9410337050419291, 'support': 11421.0}, 'weighted avg': {'precision': 0.9914439467343265, 'recall': 0.9915068733035636, 'f1-score': 0.9914227316045007, 'support': 11421.0}}
09/09/2023 19:58:52 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-2 datasets/set.sr.plus.conllup_extracted.json 0.9917695473251029 0.9456574027926654 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9694656488549618, 'recall': 0.9844961240310077, 'f1-score': 0.9769230769230769, 'support': 387.0}, 'B-misc': {'precision': 0.8666666666666667, 'recall': 0.7428571428571429, 'f1-score': 0.8, 'support': 35.0}, 'B-org': {'precision': 0.95, 'recall': 0.9083665338645418, 'f1-score': 0.9287169042769858, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9861111111111112, 'recall': 0.9102564102564102, 'f1-score': 0.9466666666666667, 'support': 78.0}, 'I-org': {'precision': 0.8959537572254336, 'recall': 0.8757062146892656, 'f1-score': 0.8857142857142859, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.9963304572051969, 'recall': 0.9980131134512219, 'f1-score': 0.9971710754876172, 'support': 10066.0}, 'accuracy': 0.9917695473251029, 'macro avg': {'precision': 0.9612301295979881, 'recall': 0.9319484122659103, 'f1-score': 0.9456574027926656, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916600751915042, 'recall': 0.9917695473251029, 'f1-score': 0.9916610444452277, 'support': 11421.0}}
09/09/2023 20:09:39 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-1 datasets/set.sr.plus.conllup_extracted.json 0.9918571053322827 0.9473929468872224 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819121447028424, 'recall': 0.9819121447028424, 'f1-score': 0.9819121447028424, 'support': 387.0}, 'B-misc': {'precision': 0.8484848484848485, 'recall': 0.8, 'f1-score': 0.823529411764706, 'support': 35.0}, 'B-org': {'precision': 0.9469387755102041, 'recall': 0.9243027888446215, 'f1-score': 0.935483870967742, 'support': 251.0}, 'B-per': {'precision': 0.9771689497716894, 'recall': 0.9953488372093023, 'f1-score': 0.9861751152073732, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8717948717948718, 'f1-score': 0.9315068493150686, 'support': 78.0}, 'I-org': {'precision': 0.8722222222222222, 'recall': 0.8870056497175142, 'f1-score': 0.8795518207282913, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9961317198968459, 'recall': 0.9977150804689052, 'f1-score': 0.996922771490967, 'support': 10066.0}, 'accuracy': 0.9918571053322827, 'macro avg': {'precision': 0.9615962108864515, 'recall': 0.934898846364715, 'f1-score': 0.9473929468872226, 'support': 11421.0}, 'weighted avg': {'precision': 0.9918502800908549, 'recall': 0.9918571053322827, 'f1-score': 0.9918001145537642, 'support': 11421.0}}
09/09/2023 20:19:38 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-2 datasets/set.sr.plus.conllup_extracted.json 0.9914193152963838 0.9379694834377279 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.974293059125964, 'recall': 0.979328165374677, 'f1-score': 0.9768041237113402, 'support': 387.0}, 'B-misc': {'precision': 0.78125, 'recall': 0.7142857142857143, 'f1-score': 0.7462686567164178, 'support': 35.0}, 'B-org': {'precision': 0.9590163934426229, 'recall': 0.9322709163346613, 'f1-score': 0.9454545454545454, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9466666666666667, 'recall': 0.9102564102564102, 'f1-score': 0.9281045751633987, 'support': 78.0}, 'I-org': {'precision': 0.8806818181818182, 'recall': 0.8757062146892656, 'f1-score': 0.8781869688385269, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9963282723032648, 'recall': 0.9974170474865885, 'f1-score': 0.9968723626073573, 'support': 10066.0}, 'accuracy': 0.9914193152963838, 'macro avg': {'precision': 0.9477140319309377, 'recall': 0.9290871233755013, 'f1-score': 0.9379694834377279, 'support': 11421.0}, 'weighted avg': {'precision': 0.991323556235011, 'recall': 0.9914193152963838, 'f1-score': 0.9913472759274831, 'support': 11421.0}}
09/09/2023 20:30:30 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-1 datasets/set.sr.plus.conllup_extracted.json 0.9926451273969005 0.9468058114667348 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870466321243523, 'recall': 0.9844961240310077, 'f1-score': 0.9857697283311773, 'support': 387.0}, 'B-misc': {'precision': 0.8235294117647058, 'recall': 0.8, 'f1-score': 0.8115942028985507, 'support': 35.0}, 'B-org': {'precision': 0.9631147540983607, 'recall': 0.9362549800796812, 'f1-score': 0.9494949494949494, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9433962264150944, 'recall': 0.9090909090909091, 'f1-score': 0.9259259259259259, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8717948717948718, 'f1-score': 0.9315068493150686, 'support': 78.0}, 'I-org': {'precision': 0.9069767441860465, 'recall': 0.8813559322033898, 'f1-score': 0.8939828080229226, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9964303420922161, 'recall': 0.9983111464335387, 'f1-score': 0.9973698575753065, 'support': 10066.0}, 'accuracy': 0.9926451273969005, 'macro avg': {'precision': 0.9574977298725607, 'recall': 0.9372001638052003, 'f1-score': 0.9468058114667348, 'support': 11421.0}, 'weighted avg': {'precision': 0.9925775647636765, 'recall': 0.9926451273969005, 'f1-score': 0.9925684211999034, 'support': 11421.0}}
09/09/2023 20:40:33 xlmrl_sl-bcms-36 xlmrl_sl-bcms-36-2 datasets/set.sr.plus.conllup_extracted.json 0.9904561772174065 0.9292182927242083 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9792207792207792, 'recall': 0.9741602067183462, 'f1-score': 0.9766839378238341, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.6857142857142857, 'f1-score': 0.7384615384615385, 'support': 35.0}, 'B-org': {'precision': 0.9395161290322581, 'recall': 0.9282868525896414, 'f1-score': 0.9338677354709419, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9615384615384616, 'recall': 0.9090909090909091, 'f1-score': 0.9345794392523366, 'support': 55.0}, 'I-misc': {'precision': 0.9402985074626866, 'recall': 0.8076923076923077, 'f1-score': 0.8689655172413794, 'support': 78.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8813559322033898, 'f1-score': 0.8739495798319329, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.996031352316698, 'recall': 0.9973177031591496, 'f1-score': 0.9966741126830477, 'support': 10066.0}, 'accuracy': 0.9904561772174065, 'macro avg': {'precision': 0.9431045551154063, 'recall': 0.9174315871586634, 'f1-score': 0.9292182927242083, 'support': 11421.0}, 'weighted avg': {'precision': 0.9903403201760803, 'recall': 0.9904561772174065, 'f1-score': 0.9903408371284612, 'support': 11421.0}}
09/09/2023 20:51:36 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-1 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.93457784744074 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9794344473007712, 'recall': 0.9844961240310077, 'f1-score': 0.981958762886598, 'support': 387.0}, 'B-misc': {'precision': 0.7878787878787878, 'recall': 0.7428571428571429, 'f1-score': 0.7647058823529412, 'support': 35.0}, 'B-org': {'precision': 0.9473684210526315, 'recall': 0.9322709163346613, 'f1-score': 0.9397590361445782, 'support': 251.0}, 'B-per': {'precision': 0.9638009049773756, 'recall': 0.9906976744186047, 'f1-score': 0.9770642201834864, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.782051282051282, 'f1-score': 0.8776978417266188, 'support': 78.0}, 'I-org': {'precision': 0.8641304347826086, 'recall': 0.8983050847457628, 'f1-score': 0.8808864265927978, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9967252158380471, 'recall': 0.9978144247963441, 'f1-score': 0.997269522911185, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.9505639581693236, 'recall': 0.9219401740143895, 'f1-score': 0.9345778474407401, 'support': 11421.0}, 'weighted avg': {'precision': 0.9915539850957079, 'recall': 0.9915068733035636, 'f1-score': 0.9914161324929385, 'support': 11421.0}}
09/09/2023 21:01:38 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-2 datasets/set.sr.plus.conllup_extracted.json 0.9901059451886876 0.9230809571243297 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9719387755102041, 'recall': 0.9844961240310077, 'f1-score': 0.9781771501925546, 'support': 387.0}, 'B-misc': {'precision': 0.7027027027027027, 'recall': 0.7428571428571429, 'f1-score': 0.7222222222222223, 'support': 35.0}, 'B-org': {'precision': 0.9414225941422594, 'recall': 0.896414342629482, 'f1-score': 0.9183673469387755, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 0.9807692307692307, 'recall': 0.9272727272727272, 'f1-score': 0.9532710280373831, 'support': 55.0}, 'I-misc': {'precision': 0.9264705882352942, 'recall': 0.8076923076923077, 'f1-score': 0.863013698630137, 'support': 78.0}, 'I-org': {'precision': 0.8478260869565217, 'recall': 0.8813559322033898, 'f1-score': 0.8642659279778393, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9965250198570293, 'recall': 0.9971190145042718, 'f1-score': 0.996821928692025, 'support': 10066.0}, 'accuracy': 0.9901059451886876, 'macro avg': {'precision': 0.9326559107762284, 'recall': 0.9150982188685857, 'f1-score': 0.9230809571243297, 'support': 11421.0}, 'weighted avg': {'precision': 0.990146400402324, 'recall': 0.9901059451886876, 'f1-score': 0.9900705612815259, 'support': 11421.0}}
09/09/2023 21:12:31 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-1 datasets/set.sr.plus.conllup_extracted.json 0.9922073373610016 0.9450068294439896 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9845360824742269, 'recall': 0.9870801033591732, 'f1-score': 0.9858064516129033, 'support': 387.0}, 'B-misc': {'precision': 0.7777777777777778, 'recall': 0.8, 'f1-score': 0.7887323943661971, 'support': 35.0}, 'B-org': {'precision': 0.9590163934426229, 'recall': 0.9322709163346613, 'f1-score': 0.9454545454545454, 'support': 251.0}, 'B-per': {'precision': 0.9726027397260274, 'recall': 0.9906976744186047, 'f1-score': 0.9815668202764977, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9452054794520548, 'recall': 0.8846153846153846, 'f1-score': 0.9139072847682119, 'support': 78.0}, 'I-org': {'precision': 0.8971428571428571, 'recall': 0.8870056497175142, 'f1-score': 0.8920454545454545, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996526744070656, 'recall': 0.9976157361414664, 'f1-score': 0.9970709427592712, 'support': 10066.0}, 'accuracy': 0.9922073373610016, 'macro avg': {'precision': 0.9519109443949236, 'recall': 0.9388376373677711, 'f1-score': 0.9450068294439895, 'support': 11421.0}, 'weighted avg': {'precision': 0.992176368629891, 'recall': 0.9922073373610016, 'f1-score': 0.9921670134190977, 'support': 11421.0}}
09/09/2023 21:22:27 xlmrl_sl-bcms-48 xlmrl_sl-bcms-48-2 datasets/set.sr.plus.conllup_extracted.json 0.992470011382541 0.9513159300997825 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9845360824742269, 'recall': 0.9870801033591732, 'f1-score': 0.9858064516129033, 'support': 387.0}, 'B-misc': {'precision': 0.8529411764705882, 'recall': 0.8285714285714286, 'f1-score': 0.8405797101449276, 'support': 35.0}, 'B-org': {'precision': 0.9625, 'recall': 0.9203187250996016, 'f1-score': 0.9409368635437881, 'support': 251.0}, 'B-per': {'precision': 0.9681818181818181, 'recall': 0.9906976744186047, 'f1-score': 0.9793103448275863, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9859154929577465, 'recall': 0.8974358974358975, 'f1-score': 0.9395973154362417, 'support': 78.0}, 'I-org': {'precision': 0.888268156424581, 'recall': 0.8983050847457628, 'f1-score': 0.8932584269662921, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9965274332771108, 'recall': 0.9978144247963441, 'f1-score': 0.9971705137751302, 'support': 10066.0}, 'accuracy': 0.992470011382541, 'macro avg': {'precision': 0.9605563686511831, 'recall': 0.9429314247517722, 'f1-score': 0.9513159300997824, 'support': 11421.0}, 'weighted avg': {'precision': 0.9924467189734756, 'recall': 0.992470011382541, 'f1-score': 0.9924228768372964, 'support': 11421.0}}
08/09/2023 10:58:26 xlm-r-large xlm-r-large-0 datasets/hr500k.conllup_extracted.json 0.9899589763625708 0.9181493463402914 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9620418848167539, 'recall': 0.9607843137254902, 'f1-score': 0.9614126880313931, 'support': 765.0}, 'B-misc': {'precision': 0.8426966292134831, 'recall': 0.8571428571428571, 'f1-score': 0.8498583569405099, 'support': 350.0}, 'B-org': {'precision': 0.9094540612516645, 'recall': 0.9155495978552279, 'f1-score': 0.9124916499666, 'support': 746.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9624277456647399, 'f1-score': 0.9555236728837877, 'support': 692.0}, 'I-loc': {'precision': 0.9555555555555556, 'recall': 0.7818181818181819, 'f1-score': 0.86, 'support': 165.0}, 'I-misc': {'precision': 0.8490196078431372, 'recall': 0.8506876227897839, 'f1-score': 0.8498527968596662, 'support': 509.0}, 'I-org': {'precision': 0.8792184724689165, 'recall': 0.8886894075403949, 'f1-score': 0.8839285714285715, 'support': 557.0}, 'I-per': {'precision': 0.9618834080717489, 'recall': 0.9727891156462585, 'f1-score': 0.967305524239008, 'support': 441.0}, 'O': {'precision': 0.9966545206588676, 'recall': 0.9966969974641464, 'f1-score': 0.9966757586089329, 'support': 46927.0}, 'accuracy': 0.9899589763625708, 'macro avg': {'precision': 0.9305242088598076, 'recall': 0.9081322681752345, 'f1-score': 0.9181493463402914, 'support': 51190.0}, 'weighted avg': {'precision': 0.9899904477917256, 'recall': 0.9899589763625708, 'f1-score': 0.989942752900778, 'support': 51190.0}}
08/09/2023 11:18:34 xlm-r-large xlm-r-large-1 datasets/hr500k.conllup_extracted.json 0.9909552647001367 0.9251926333702547 {'B-deriv-per': {'precision': 0.9487179487179487, 'recall': 0.9736842105263158, 'f1-score': 0.9610389610389611, 'support': 38.0}, 'B-loc': {'precision': 0.961038961038961, 'recall': 0.9673202614379085, 'f1-score': 0.9641693811074918, 'support': 765.0}, 'B-misc': {'precision': 0.8786127167630058, 'recall': 0.8685714285714285, 'f1-score': 0.8735632183908046, 'support': 350.0}, 'B-org': {'precision': 0.9059602649006623, 'recall': 0.9168900804289544, 'f1-score': 0.9113924050632911, 'support': 746.0}, 'B-per': {'precision': 0.9570815450643777, 'recall': 0.9667630057803468, 'f1-score': 0.9618979151689433, 'support': 692.0}, 'I-loc': {'precision': 0.9312977099236641, 'recall': 0.7393939393939394, 'f1-score': 0.8243243243243243, 'support': 165.0}, 'I-misc': {'precision': 0.9147121535181236, 'recall': 0.8428290766208252, 'f1-score': 0.8773006134969326, 'support': 509.0}, 'I-org': {'precision': 0.8877374784110535, 'recall': 0.9228007181328546, 'f1-score': 0.9049295774647887, 'support': 557.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.9863945578231292, 'f1-score': 0.9764309764309764, 'support': 441.0}, 'O': {'precision': 0.9966135627875277, 'recall': 0.9971445010335201, 'f1-score': 0.9968789612160335, 'support': 46927.0}, 'accuracy': 0.9909552647001367, 'macro avg': {'precision': 0.9348439007791992, 'recall': 0.9181791779749224, 'f1-score': 0.9251926333702547, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909164752802693, 'recall': 0.9909552647001367, 'f1-score': 0.9908798329556519, 'support': 51190.0}}
08/09/2023 11:38:47 xlm-r-large xlm-r-large-2 datasets/hr500k.conllup_extracted.json 0.9895878101191639 0.9146572761595715 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.954248366013072, 'recall': 0.954248366013072, 'f1-score': 0.954248366013072, 'support': 765.0}, 'B-misc': {'precision': 0.8310626702997275, 'recall': 0.8714285714285714, 'f1-score': 0.8507670850767085, 'support': 350.0}, 'B-org': {'precision': 0.9037433155080213, 'recall': 0.9061662198391421, 'f1-score': 0.9049531459170014, 'support': 746.0}, 'B-per': {'precision': 0.9460992907801419, 'recall': 0.9638728323699421, 'f1-score': 0.9549033643521831, 'support': 692.0}, 'I-loc': {'precision': 0.927007299270073, 'recall': 0.7696969696969697, 'f1-score': 0.8410596026490066, 'support': 165.0}, 'I-misc': {'precision': 0.8775933609958506, 'recall': 0.831041257367387, 'f1-score': 0.8536831483350151, 'support': 509.0}, 'I-org': {'precision': 0.8824593128390597, 'recall': 0.8761220825852782, 'f1-score': 0.8792792792792792, 'support': 557.0}, 'I-per': {'precision': 0.9731543624161074, 'recall': 0.9863945578231292, 'f1-score': 0.9797297297297297, 'support': 441.0}, 'O': {'precision': 0.9961875146429257, 'recall': 0.9966969974641464, 'f1-score': 0.996442190928652, 'support': 46927.0}, 'accuracy': 0.9895878101191639, 'macro avg': {'precision': 0.9262984064193551, 'recall': 0.9050404696692901, 'f1-score': 0.9146572761595717, 'support': 51190.0}, 'weighted avg': {'precision': 0.9895509489892541, 'recall': 0.9895878101191639, 'f1-score': 0.9895334154142303, 'support': 51190.0}}
08/09/2023 11:49:25 xlm-r-large xlm-r-large-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9816800714924039 0.7748988463163899 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.86, 'recall': 0.9148936170212766, 'f1-score': 0.8865979381443299, 'support': 47.0}, 'B-misc': {'precision': 0.7530864197530864, 'recall': 0.6931818181818182, 'f1-score': 0.7218934911242604, 'support': 88.0}, 'B-org': {'precision': 0.7244897959183674, 'recall': 0.797752808988764, 'f1-score': 0.7593582887700534, 'support': 89.0}, 'B-per': {'precision': 0.943502824858757, 'recall': 0.9597701149425287, 'f1-score': 0.9515669515669515, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7567567567567568, 'recall': 0.6511627906976745, 'f1-score': 0.7000000000000001, 'support': 86.0}, 'I-org': {'precision': 0.7333333333333333, 'recall': 0.5945945945945946, 'f1-score': 0.6567164179104478, 'support': 37.0}, 'I-per': {'precision': 0.8421052631578947, 'recall': 0.9411764705882353, 'f1-score': 0.8888888888888888, 'support': 34.0}, 'O': {'precision': 0.9933090024330901, 'recall': 0.9936716563222587, 'f1-score': 0.9934902962827766, 'support': 8217.0}, 'accuracy': 0.9816800714924039, 'macro avg': {'precision': 0.7689916729544619, 'recall': 0.7879537204670484, 'f1-score': 0.7748988463163899, 'support': 8952.0}, 'weighted avg': {'precision': 0.9814149068566062, 'recall': 0.9816800714924039, 'f1-score': 0.9814261438750518, 'support': 8952.0}}
08/09/2023 12:00:06 xlm-r-large xlm-r-large-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9810098302055407 0.7967212070549599 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.8490566037735849, 'recall': 0.9574468085106383, 'f1-score': 0.9, 'support': 47.0}, 'B-misc': {'precision': 0.6904761904761905, 'recall': 0.6590909090909091, 'f1-score': 0.6744186046511628, 'support': 88.0}, 'B-org': {'precision': 0.7555555555555555, 'recall': 0.7640449438202247, 'f1-score': 0.7597765363128491, 'support': 89.0}, 'B-per': {'precision': 0.9540229885057471, 'recall': 0.9540229885057471, 'f1-score': 0.9540229885057472, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7294117647058823, 'recall': 0.7209302325581395, 'f1-score': 0.7251461988304093, 'support': 86.0}, 'I-org': {'precision': 0.7419354838709677, 'recall': 0.6216216216216216, 'f1-score': 0.676470588235294, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9926980649872216, 'recall': 0.9926980649872216, 'f1-score': 0.9926980649872216, 'support': 8217.0}, 'accuracy': 0.9810098302055407, 'macro avg': {'precision': 0.7777442366160864, 'recall': 0.8277698706349405, 'f1-score': 0.7967212070549599, 'support': 8952.0}, 'weighted avg': {'precision': 0.9809683588625284, 'recall': 0.9810098302055407, 'f1-score': 0.9809281271515586, 'support': 8952.0}}
08/09/2023 12:10:49 xlm-r-large xlm-r-large-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9813449508489723 0.8000347226611529 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.7317073170731707, 'recall': 0.6818181818181818, 'f1-score': 0.7058823529411764, 'support': 88.0}, 'B-org': {'precision': 0.7415730337078652, 'recall': 0.7415730337078652, 'f1-score': 0.7415730337078652, 'support': 89.0}, 'B-per': {'precision': 0.9403409090909091, 'recall': 0.9511494252873564, 'f1-score': 0.9457142857142857, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7808219178082192, 'recall': 0.6627906976744186, 'f1-score': 0.7169811320754716, 'support': 86.0}, 'I-org': {'precision': 0.7931034482758621, 'recall': 0.6216216216216216, 'f1-score': 0.696969696969697, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.9922226272937174, 'recall': 0.9936716563222587, 'f1-score': 0.9929466131582148, 'support': 8217.0}, 'accuracy': 0.9813449508489723, 'macro avg': {'precision': 0.7907309360201615, 'recall': 0.8239191157941924, 'f1-score': 0.8000347226611529, 'support': 8952.0}, 'weighted avg': {'precision': 0.981007239964852, 'recall': 0.9813449508489723, 'f1-score': 0.9810299799362141, 'support': 8952.0}}
08/09/2023 12:29:36 xlm-r-large xlm-r-large-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9859679894759921 0.7875539722646774 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5806451612903226, 'recall': 0.5142857142857142, 'f1-score': 0.5454545454545455, 'support': 35.0}, 'B-org': {'precision': 0.9215686274509803, 'recall': 0.6527777777777778, 'f1-score': 0.7642276422764227, 'support': 72.0}, 'B-per': {'precision': 0.916256157635468, 'recall': 0.9207920792079208, 'f1-score': 0.9185185185185185, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.3125, 'f1-score': 0.425531914893617, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.8823529411764706, 'recall': 0.6382978723404256, 'f1-score': 0.7407407407407407, 'support': 47.0}, 'O': {'precision': 0.9909434827467615, 'recall': 0.9980371781549474, 'f1-score': 0.9944776806258628, 'support': 8661.0}, 'accuracy': 0.9859679894759921, 'macro avg': {'precision': 0.8827998254357974, 'recall': 0.7262754451554019, 'f1-score': 0.7875539722646774, 'support': 9122.0}, 'weighted avg': {'precision': 0.9848711090243056, 'recall': 0.9859679894759921, 'f1-score': 0.9848087523931929, 'support': 9122.0}}
08/09/2023 12:38:57 xlm-r-large xlm-r-large-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9861872396404298 0.7732302215401484 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8372093023255814, 'recall': 0.7659574468085106, 'f1-score': 0.8, 'support': 47.0}, 'B-misc': {'precision': 0.68, 'recall': 0.4857142857142857, 'f1-score': 0.5666666666666667, 'support': 35.0}, 'B-org': {'precision': 0.8813559322033898, 'recall': 0.7222222222222222, 'f1-score': 0.7938931297709924, 'support': 72.0}, 'B-per': {'precision': 0.893719806763285, 'recall': 0.9158415841584159, 'f1-score': 0.9046454767726162, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.34375, 'f1-score': 0.5, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9915127881637803, 'recall': 0.99815263826348, 'f1-score': 0.9948216340621405, 'support': 8661.0}, 'accuracy': 0.9861872396404298, 'macro avg': {'precision': 0.8907729453387659, 'recall': 0.707871264525202, 'f1-score': 0.7732302215401483, 'support': 9122.0}, 'weighted avg': {'precision': 0.9853074041520115, 'recall': 0.9861872396404298, 'f1-score': 0.9850246907512828, 'support': 9122.0}}
08/09/2023 12:45:53 xlm-r-large xlm-r-large-0 datasets/set.sr.plus.conllup_extracted.json 0.9915944313107433 0.9338888822287327 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9818652849740933, 'recall': 0.979328165374677, 'f1-score': 0.9805950840879689, 'support': 387.0}, 'B-misc': {'precision': 0.7575757575757576, 'recall': 0.7142857142857143, 'f1-score': 0.7352941176470589, 'support': 35.0}, 'B-org': {'precision': 0.9471544715447154, 'recall': 0.9282868525896414, 'f1-score': 0.937625754527163, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9558823529411765, 'recall': 0.8333333333333334, 'f1-score': 0.8904109589041096, 'support': 78.0}, 'I-org': {'precision': 0.8674033149171271, 'recall': 0.8870056497175142, 'f1-score': 0.8770949720670391, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.996725865661276, 'recall': 0.9980131134512219, 'f1-score': 0.9973690742119632, 'support': 10066.0}, 'accuracy': 0.9915944313107433, 'macro avg': {'precision': 0.9468036287745211, 'recall': 0.9226510756870496, 'f1-score': 0.9338888822287327, 'support': 11421.0}, 'weighted avg': {'precision': 0.9915560375601601, 'recall': 0.9915944313107433, 'f1-score': 0.9915216111519399, 'support': 11421.0}}
08/09/2023 12:52:48 xlm-r-large xlm-r-large-1 datasets/set.sr.plus.conllup_extracted.json 0.9917695473251029 0.9382289385475853 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.78125, 'recall': 0.7142857142857143, 'f1-score': 0.7462686567164178, 'support': 35.0}, 'B-org': {'precision': 0.9625, 'recall': 0.9203187250996016, 'f1-score': 0.9409368635437881, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9714285714285714, 'recall': 0.8717948717948718, 'f1-score': 0.9189189189189189, 'support': 78.0}, 'I-org': {'precision': 0.8764044943820225, 'recall': 0.8813559322033898, 'f1-score': 0.8788732394366198, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.996232027764006, 'recall': 0.9981124577786609, 'f1-score': 0.9971713562602352, 'support': 10066.0}, 'accuracy': 0.9917695473251029, 'macro avg': {'precision': 0.9511305991280169, 'recall': 0.9265501245912062, 'f1-score': 0.9382289385475853, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916795574684438, 'recall': 0.9917695473251029, 'f1-score': 0.9916820470631968, 'support': 11421.0}}
08/09/2023 12:59:37 xlm-r-large xlm-r-large-2 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9280131235414727 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9744897959183674, 'recall': 0.9870801033591732, 'f1-score': 0.9807445442875482, 'support': 387.0}, 'B-misc': {'precision': 0.7857142857142857, 'recall': 0.6285714285714286, 'f1-score': 0.6984126984126985, 'support': 35.0}, 'B-org': {'precision': 0.950207468879668, 'recall': 0.9123505976095617, 'f1-score': 0.9308943089430894, 'support': 251.0}, 'B-per': {'precision': 0.9596412556053812, 'recall': 0.9953488372093023, 'f1-score': 0.9771689497716896, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 78.0}, 'I-org': {'precision': 0.8633879781420765, 'recall': 0.8926553672316384, 'f1-score': 0.8777777777777777, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9963300932354692, 'recall': 0.997913769123783, 'f1-score': 0.9971213023625174, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.9522874325771111, 'recall': 0.9079421268606055, 'f1-score': 0.9280131235414725, 'support': 11421.0}, 'weighted avg': {'precision': 0.9911862168685287, 'recall': 0.9912441992820243, 'f1-score': 0.9911040932029568, 'support': 11421.0}}
11/09/2023 09:26:54 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-1 datasets/hr500k.conllup_extracted.json 0.9909747997655792 0.9257034527954499 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9560723514211886, 'recall': 0.9673202614379085, 'f1-score': 0.9616634178037687, 'support': 765.0}, 'B-misc': {'precision': 0.8640226628895185, 'recall': 0.8714285714285714, 'f1-score': 0.8677098150782362, 'support': 350.0}, 'B-org': {'precision': 0.9182305630026809, 'recall': 0.9182305630026809, 'f1-score': 0.9182305630026809, 'support': 746.0}, 'B-per': {'precision': 0.9659090909090909, 'recall': 0.9826589595375722, 'f1-score': 0.9742120343839542, 'support': 692.0}, 'I-loc': {'precision': 0.8979591836734694, 'recall': 0.8, 'f1-score': 0.8461538461538463, 'support': 165.0}, 'I-misc': {'precision': 0.856858846918489, 'recall': 0.8467583497053045, 'f1-score': 0.8517786561264822, 'support': 509.0}, 'I-org': {'precision': 0.9007220216606499, 'recall': 0.895870736086176, 'f1-score': 0.8982898289828984, 'support': 557.0}, 'I-per': {'precision': 0.9732739420935412, 'recall': 0.9909297052154195, 'f1-score': 0.9820224719101124, 'support': 441.0}, 'O': {'precision': 0.9970163885514567, 'recall': 0.9969314040957231, 'f1-score': 0.9969738945125199, 'support': 46927.0}, 'accuracy': 0.9909747997655792, 'macro avg': {'precision': 0.9303038024093058, 'recall': 0.9217496971561989, 'f1-score': 0.9257034527954499, 'support': 51190.0}, 'weighted avg': {'precision': 0.990943422605991, 'recall': 0.9909747997655792, 'f1-score': 0.9909472492853991, 'support': 51190.0}}
11/09/2023 09:48:08 xlmrl_sl-bcms-24 xlmrl_sl-bcms-24-2 datasets/hr500k.conllup_extracted.json 0.9908185192420395 0.9241996474683851 {'B-deriv-per': {'precision': 0.972972972972973, 'recall': 0.9473684210526315, 'f1-score': 0.9599999999999999, 'support': 38.0}, 'B-loc': {'precision': 0.9483870967741935, 'recall': 0.9607843137254902, 'f1-score': 0.9545454545454546, 'support': 765.0}, 'B-misc': {'precision': 0.867816091954023, 'recall': 0.8628571428571429, 'f1-score': 0.8653295128939829, 'support': 350.0}, 'B-org': {'precision': 0.9121621621621622, 'recall': 0.9048257372654156, 'f1-score': 0.908479138627187, 'support': 746.0}, 'B-per': {'precision': 0.9548022598870056, 'recall': 0.976878612716763, 'f1-score': 0.9657142857142856, 'support': 692.0}, 'I-loc': {'precision': 0.9084507042253521, 'recall': 0.7818181818181819, 'f1-score': 0.8403908794788274, 'support': 165.0}, 'I-misc': {'precision': 0.8875255623721882, 'recall': 0.8526522593320236, 'f1-score': 0.8697394789579158, 'support': 509.0}, 'I-org': {'precision': 0.872852233676976, 'recall': 0.9120287253141831, 'f1-score': 0.8920105355575065, 'support': 557.0}, 'I-per': {'precision': 0.9821029082774049, 'recall': 0.9954648526077098, 'f1-score': 0.9887387387387389, 'support': 441.0}, 'O': {'precision': 0.9971015728229828, 'recall': 0.9969953331770622, 'f1-score': 0.9970484501699538, 'support': 46927.0}, 'accuracy': 0.9908185192420395, 'macro avg': {'precision': 0.9304173565125261, 'recall': 0.9191673579866604, 'f1-score': 0.9241996474683853, 'support': 51190.0}, 'weighted avg': {'precision': 0.9908055739992394, 'recall': 0.9908185192420395, 'f1-score': 0.9907855145240996, 'support': 51190.0}}
11/09/2023 10:12:38 xlmrl_sl-bcms-30 xlmrl_sl-bcms-30-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9869546152159614 0.7642969935604009 {'B-deriv-per': {'precision': 0.6666666666666666, 'recall': 1.0, 'f1-score': 0.8, 'support': 6.0}, 'B-loc': {'precision': 0.9302325581395349, 'recall': 0.851063829787234, 'f1-score': 0.888888888888889, 'support': 47.0}, 'B-misc': {'precision': 0.6666666666666666, 'recall': 0.5714285714285714, 'f1-score': 0.6153846153846153, 'support': 35.0}, 'B-org': {'precision': 0.8615384615384616, 'recall': 0.7777777777777778, 'f1-score': 0.8175182481751826, 'support': 72.0}, 'B-per': {'precision': 0.9444444444444444, 'recall': 0.9257425742574258, 'f1-score': 0.9349999999999999, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5454545454545454, 'recall': 0.1875, 'f1-score': 0.27906976744186046, 'support': 32.0}, 'I-org': {'precision': 0.7692307692307693, 'recall': 0.625, 'f1-score': 0.6896551724137931, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9917393299678752, 'recall': 0.9980371781549474, 'f1-score': 0.9948782873913795, 'support': 8661.0}, 'accuracy': 0.9869546152159614, 'macro avg': {'precision': 0.8287738147991316, 'recall': 0.7346124399491063, 'f1-score': 0.7642969935604009, 'support': 9122.0}, 'weighted avg': {'precision': 0.9855220704193064, 'recall': 0.9869546152159614, 'f1-score': 0.9857330624499997, 'support': 9122.0}}
11/09/2023 11:09:39 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.805254813724998 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.7307692307692307, 'recall': 0.5428571428571428, 'f1-score': 0.6229508196721311, 'support': 35.0}, 'B-org': {'precision': 0.8548387096774194, 'recall': 0.7361111111111112, 'f1-score': 0.791044776119403, 'support': 72.0}, 'B-per': {'precision': 0.9306930693069307, 'recall': 0.9306930693069307, 'f1-score': 0.9306930693069307, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.9, 'recall': 0.28125, 'f1-score': 0.4285714285714286, 'support': 32.0}, 'I-org': {'precision': 0.7692307692307693, 'recall': 0.625, 'f1-score': 0.6896551724137931, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9915118146363845, 'recall': 0.9980371781549474, 'f1-score': 0.994763795385235, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8859583276160418, 'recall': 0.7667139990791835, 'f1-score': 0.805254813724998, 'support': 9122.0}, 'weighted avg': {'precision': 0.9864781119254137, 'recall': 0.9872834904626179, 'f1-score': 0.9861071251467994, 'support': 9122.0}}
11/09/2023 11:20:33 xlmrl_sl-bcms-42 xlmrl_sl-bcms-42-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9870642402981802 0.7933504056964402 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.9111111111111111, 'recall': 0.8723404255319149, 'f1-score': 0.891304347826087, 'support': 47.0}, 'B-misc': {'precision': 0.6129032258064516, 'recall': 0.5428571428571428, 'f1-score': 0.5757575757575757, 'support': 35.0}, 'B-org': {'precision': 0.8709677419354839, 'recall': 0.75, 'f1-score': 0.8059701492537312, 'support': 72.0}, 'B-per': {'precision': 0.9303482587064676, 'recall': 0.9257425742574258, 'f1-score': 0.9280397022332506, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.8181818181818182, 'recall': 0.28125, 'f1-score': 0.41860465116279066, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.6808510638297872, 'f1-score': 0.7804878048780487, 'support': 47.0}, 'O': {'precision': 0.9917393299678752, 'recall': 0.9980371781549474, 'f1-score': 0.9948782873913795, 'support': 8661.0}, 'accuracy': 0.9870642402981802, 'macro avg': {'precision': 0.8706680057137779, 'recall': 0.7551078384631218, 'f1-score': 0.7933504056964402, 'support': 9122.0}, 'weighted avg': {'precision': 0.9861285136539552, 'recall': 0.9870642402981802, 'f1-score': 0.9859285713927383, 'support': 9122.0}}
11/09/2023 09:09:09 xlm-r-large xlm-r-large-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9855294891471169 0.7620036802283677 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'B-loc': {'precision': 0.8723404255319149, 'recall': 0.8723404255319149, 'f1-score': 0.8723404255319149, 'support': 47.0}, 'B-misc': {'precision': 0.6206896551724138, 'recall': 0.5142857142857142, 'f1-score': 0.5625, 'support': 35.0}, 'B-org': {'precision': 0.8909090909090909, 'recall': 0.6805555555555556, 'f1-score': 0.7716535433070867, 'support': 72.0}, 'B-per': {'precision': 0.9077669902912622, 'recall': 0.9257425742574258, 'f1-score': 0.9166666666666666, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.5833333333333334, 'recall': 0.21875, 'f1-score': 0.31818181818181823, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9910519674199839, 'recall': 0.9974598776122849, 'f1-score': 0.9942455978823799, 'support': 8661.0}, 'accuracy': 0.9855294891471169, 'macro avg': {'precision': 0.8354980351546889, 'recall': 0.7223318544406017, 'f1-score': 0.7620036802283676, 'support': 9122.0}, 'weighted avg': {'precision': 0.9840149154554099, 'recall': 0.9855294891471169, 'f1-score': 0.9841979151433417, 'support': 9122.0}}