AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 78.6553 0.29
2_DecisionTree Decision Tree rmse 65.6498 3.18
3_Linear Linear rmse 57.6589 2.31
4_Default_Xgboost Xgboost rmse 62.9952 2.7
5_Default_NeuralNetwork Neural Network rmse 65.0294 1.54
6_Default_RandomForest Random Forest rmse 58.0854 2.38
the best Ensemble Ensemble rmse 56.4114 0.07

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation