Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 39.9364 0.29
2_DecisionTree Decision Tree rmse 8.12996 20.69
3_Linear Linear rmse 5.8666 9.68
the best 4_Default_Xgboost Xgboost rmse 1.4182 94.3
5_Default_NeuralNetwork Neural Network rmse 11.1378 6.79
6_Default_RandomForest Random Forest rmse 6.90049 23.75
Ensemble Ensemble rmse 1.4182 0.11

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot