Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 15.6811 0.19
2_DecisionTree Decision Tree rmse 12.3305 10.12
3_Linear Linear rmse 17.3341 2.57
4_Default_Xgboost Xgboost rmse 6.97197 4.47
5_Default_NeuralNetwork Neural Network rmse 10.7188 0.79
6_Default_RandomForest Random Forest rmse 13.2731 3.08
the best Ensemble Ensemble rmse 6.29788 0.11

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot