4uiiurz1 / kaggle-porto-seguros-safe-driver-prediction

119th solution for Porto Seguro's Safe Driver Prediction on Kaggle (https://www.kaggle.com/c/porto-seguro-safe-driver-prediction).

kaggle-porto-seguros-safe-driver-prediction

119th solution for Porto Seguro's Safe Driver Prediction on Kaggle (https://www.kaggle.com/c/porto-seguro-safe-driver-prediction).

Final submission is the rank averaging of the following 4 models (2 original models and 2 kernel models).

• l1_lgb (Public LB: 0.285)
• l1_xgb (Public LB: 0.285)
• Base on Froza & Pascal single XGB LB (0.284)
• RGF + Target Encoding + Upsampling

Train the models and predict

To train the original models and predict, run:

python l1_lgb.py
python l1_xgb.py

Average the predictions

To average the predictions, run:

python l2_rank_avg.py