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SelectorMixin — scikit-learn 1.8.0 docume...
feature selection given a support mask This mixin provides a feature..._get_support_mask ( self ): ... mask = np . zeros ( self . n_features_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectorMixin.html -
Release Highlights for scikit-learn 1.7 —...
all steps must define `fit`. All non-last steps must also define...all steps must define `fit`. All non-last steps must also define...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_7_0.html -
RFECV — scikit-learn 1.8.0 documentation
The support is the mask of selected features. Added...ndarray of shape (n_features,) The mask of selected features. See also...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
SelectFpr — scikit-learn 1.8.0 documentation
input_features = None ) [source] # Mask feature names according to selected...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html -
partial_dependence — scikit-learn 1.8.0 d...
boolean array-like: boolean mask of shape (n_features,) indicating...extreme values for the grid. Must be in [0, 1]. This parameter...scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html -
SequentialFeatureSelector — scikit-learn ...
dtype=bool The mask of selected features. See also...input_features = None ) [source] # Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
EllipticEnvelope — scikit-learn 1.8.0 doc...
) 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 -
Comparing Target Encoder with Other Encoders &#...
all steps must define `fit`. All non-last steps must also define...all steps must define `fit`. All non-last steps must also define...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
HalvingGridSearchCV — scikit-learn 1.8.0 ...
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 -
Release Highlights for scikit-learn 1.2 —...
quantile to be estimated and must be between 0 and 1. None learning_rate...number of leaves for each tree. Must be strictly greater than 1....scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_2_0.html