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| Hyperparameter | Value |
|---|---|
| memory | |
| steps | [('imputer', SimpleImputer(strategy='median')), ('scaler', StandardScaler()), ('classifier', RandomForestClassifier(class_weight='balanced_subsample', min_samples_leaf=3, min_samples_split=3, n_estimators=103, random_state=404159593))] |
| verbose | False |
| imputer | SimpleImputer(strategy='median') |
| scaler | StandardScaler() |
| classifier | RandomForestClassifier(class_weight='balanced_subsample', min_samples_leaf=3, min_samples_split=3, n_estimators=103, random_state=404159593) |
| imputer__add_indicator | False |
| imputer__copy | True |
| imputer__fill_value | |
| imputer__keep_empty_features | False |
| imputer__missing_values | nan |
| imputer__strategy | median |
| scaler__copy | True |
| scaler__with_mean | True |
| scaler__with_std | True |
| classifier__bootstrap | True |
| classifier__ccp_alpha | 0.0 |
| classifier__class_weight | balanced_subsample |
| classifier__criterion | gini |
| classifier__max_depth | |
| classifier__max_features | sqrt |
| classifier__max_leaf_nodes | |
| classifier__max_samples | |
| classifier__min_impurity_decrease | 0.0 |
| classifier__min_samples_leaf | 3 |
| classifier__min_samples_split | 3 |
| classifier__min_weight_fraction_leaf | 0.0 |
| classifier__monotonic_cst | |
| classifier__n_estimators | 103 |
| classifier__n_jobs | |
| classifier__oob_score | False |
| classifier__random_state | 404159593 |
| classifier__verbose | 0 |
| classifier__warm_start | False |
[More Information Needed]