Automatic Exploratory Data Analysis Report

AutoML Leaderboard

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

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot