Automatic Exploratory Data Analysis Report| Best model | name | model_type | metric_type | metric_value | train_time |
|---|---|---|---|---|---|
| 1_Baseline | Baseline | logloss | 1.53789 | 0.22 | |
| 2_DecisionTree | Decision Tree | logloss | 0.919744 | 16.27 | |
| 3_Linear | Linear | logloss | 1.08111 | 8.77 | |
| 4_Default_Xgboost | Xgboost | logloss | 0.796518 | 9.79 | |
| 5_Default_NeuralNetwork | Neural Network | logloss | 0.874461 | 0.93 | |
| 6_Default_RandomForest | Random Forest | logloss | 0.860851 | 10.59 | |
| the best | Ensemble | Ensemble | logloss | 0.758586 | 0.14 |
