Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 147.349 0.35
2_DecisionTree Decision Tree rmse 77.5376 27.62
the best 3_Linear Linear rmse 34.1329 4.37
4_Default_Xgboost Xgboost rmse 59.9339 11.73
5_Default_NeuralNetwork Neural Network rmse 59.2642 8.19
6_Default_RandomForest Random Forest rmse 58.7515 15.2
Ensemble Ensemble rmse 34.1329 0.12

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot