/Home-Credit-Default-Risk

B2Metric adaptation project

Primary LanguageJupyter Notebook

Home-Credit-Default-Risk

Results:

Model Score How
RandomForest 0.67877 just model
LightGBM 0.73031 just model
LightGBM 0.71745 estimator=1000
LightGBM 0.73132 estimator = 75
LightGBM 0.73132 Grid Search CV
LightGBM 0.73132 with best_params
LightGBM 0.72541 someone's best_params
LightGBM 0.73070 is_unbalanced = True
LightGBM 0.73075 estimator=120
StratifiedKFold LGBM 0.74904 GridSearch CV