Crab age predication from its characteristics using ensemble of tree based models.
Carb age predictions are made based form the following characteristics /features
- Length: Length of the Crab (in Feet; 1 foot = 30.48 cm)
- Diameter: Diameter of the Crab (in Feet; 1 foot = 30.48 cm)
- Height: Height of the Crab (in Feet; 1 foot = 30.48 cm)
- Weight: Weight of the Crab (in ounces; 1 Pound = 16 ounces)
- Shucked Weight: Weight without the shell (in ounces; 1 Pound = 16 ounces)
- Viscera Weight: is weight that wraps around your abdominal organs deep inside body (in ounces; 1 Pound = 16 ounces)
- Shell Weight: Weight of the Shell (in ounces; 1 Pound = 16 ounces)
Kaggle Competition: https://www.kaggle.com/competitions/playground-series-s3e16
Kaggle Notebook: https://www.kaggle.com/code/mnokno/crab-age-visual-eda-assembly-model-analysis