Best model | name | model_type | metric_type | metric_value | train_time |
---|---|---|---|---|---|
1_Baseline | Baseline | logloss | 1.19558 | 0.32 | |
2_DecisionTree | Decision Tree | logloss | 0.69032 | 25.55 | |
3_Linear | Linear | logloss | 0.515071 | 14.85 | |
4_Default_Xgboost | Xgboost | logloss | 0.269899 | 18.28 | |
5_Default_NeuralNetwork | Neural Network | logloss | 0.372544 | 0.95 | |
6_Default_RandomForest | Random Forest | logloss | 0.448182 | 16.6 | |
4_Default_Xgboost_categorical_mix | Xgboost | logloss | 0.320313 | 29.55 | |
the best | Ensemble | Ensemble | logloss | 0.249979 | 0.22 |