NepaliSentiment

Nepali Sentiment Classification.

BAD INPUT BAD OUTPUT .(As data is collected from scraping web pages and not been preprocessed, so kindly clean your self)

Score

This score are generated without cleaning Data.(On RAW DATA).

Model	Score
TF-IDF + SVC	0.55
TF-IDF + Emoji Decoded	0.59
DeBerta large Mnli (Feature Extraction)	0.45
DeBerta Base Nepali (Feature Extraction)	0.63
NepaliBERT (fine tunning)	0.746(F1:- 0.759, 0.840, 0.612)
NepBERTa (fine tunning)	0.741(F1:-0.749, 0.840, 0.619

Some of the code are on private repo.(If you are interested then you can ask me for code).(Need To Be Done Some Cleaning)