Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 0.519978 0.2
2_DecisionTree Decision Tree rmse 0.454812 10.11
3_Linear Linear rmse 0.424076 7.83
4_Default_Xgboost Xgboost rmse 0.28695 8.5
5_Default_NeuralNetwork Neural Network rmse 0.383513 3.28
6_Default_RandomForest Random Forest rmse 0.400469 22.63
4_Default_Xgboost_categorical_mix Xgboost rmse 0.281327 9.91
the best Ensemble Ensemble rmse 0.280161 0.16

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot