Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 65.581 0.21
2_DecisionTree Decision Tree rmse 52.1432 12.51
3_Linear Linear rmse 39.6384 6.33
4_Default_Xgboost Xgboost rmse 42.7449 8.92
5_Default_NeuralNetwork Neural Network rmse 43.9206 2.71
6_Default_RandomForest Random Forest rmse 45.7597 18.23
4_Default_Xgboost_categorical_mix Xgboost rmse 43.2199 8.65
the best Ensemble Ensemble rmse 38.974 0.14

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot