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sklearn.feature_selection.SelectFpr — scikit-le...
get_feature_names_out ([input_features]) Mask feature names according to selected...get_support ([indices]) Get a mask, or integer index, of the features...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html -
sklearn.model_selection.HalvingGridSearchCV — s...
or scoring must be passed. param_grid dict or...max_resources cannot be ‘auto’ and must be set explicitly. max_resources...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
sklearn.inspection.PartialDependenceDisplay — s...
Each tuple must be of size 2. If any entry is...is a string, then it must be in feature_names . sample_weight...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
sklearn.feature_selection.SelectorMixin — sciki...
def _get_support_mask ( self ): ... mask = np . zeros ( self...feature selection given a support mask This mixin provides a feature...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectorMixin.html -
sklearn.ensemble.HistGradientBoostingRegressor ...
quantile to be estimated and must be between 0 and 1. learning_rate...number of leaves for each tree. Must be strictly greater than 1....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
sklearn.covariance.EllipticEnvelope — scikit-le...
) A mask of the observations that have...ndarray of shape (n_samples,) A mask of the observations that have...scikit-learn.org/stable/modules/generated/sklearn.covariance.EllipticEnvelope.html -
sklearn.feature_selection.RFE — scikit-learn 1....
) The mask of selected features. See also...get_feature_names_out ([input_features]) Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
6.1. Pipelines and composite estimators — sciki...
must be transformers (i.e. must have a transform...integer array, a slice, a boolean mask, or with a make_column_selector...scikit-learn.org/stable/modules/compose.html -
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Tweedie regression on insurance claims — scikit...
GammaRegressor mask_train = df_train [ "ClaimAmount" ] > 0 mask_test =...X_train [ mask_train . values ], df_train . loc [ mask_train ,...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html