,classifier name,imputation_strategy,scaling_strategy,balanced_accuracy,precision,recall,model_id,best_params
0,RandomForestClassifier,median,StandardScaler(),0.8638,0.8527,0.8638,0,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'min_samples_leaf': 4, 'min_samples_split': 4, 'n_estimators': 103}"
1,GradientBoostingClassifier,median,StandardScaler(),0.8540,0.8530,0.8540,1,"{'learning_rate': np.float64(0.10769688694004886), 'max_depth': 4, 'min_samples_leaf': 4, 'min_samples_split': 3, 'n_estimators': 149}"