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sklearn.feature_selection.SelectKBest — scikit-...
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.SelectKBest.html -
6.4. Imputation of missing values — scikit-lear...
>>> mask_all = indicator . fit_transform ( X ) >>> mask_all array([[...Missing values encoded by 0 must be used with dense input. The...scikit-learn.org/stable/modules/impute.html -
sklearn.feature_selection.RFECV — scikit-learn ...
) 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.RFECV.html -
RBF SVM parameters — scikit-learn 1.4.2 documen...
masked_array ( np . interp ( value...scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html -
sklearn.inspection.partial_dependence — scikit-...
boolean array-like: boolean mask of shape (n_features,) indicating...extreme values for the grid. Must be in [0, 1]. grid_resolution...scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html -
sklearn.impute.SimpleImputer — scikit-learn 1.4...
fill_value must be a string. If None , fill_value...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html -
Compressive sensing: tomography reconstruction ...
logical_and ( mask > mask . mean (), mask_outer ) return np...list ( w [ mask ]) camera_inds += list ( inds [ mask ] + i * l_x...scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
sklearn.feature_extraction.DictVectorizer — sci...
X must have been produced by this DictVectorizer’s...Constructor for feature mappings. Must conform to the collections.Mapping...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
sklearn.linear_model.RANSACRegressor — scikit-l...
inlier_mask_ bool array of shape [n_samples] Boolean mask of inliers...LinearRegression is used, the user must provide a value. residual_threshold...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html -
sklearn.ensemble.GradientBoostingClassifier — s...
values must be in the range [2, inf) . If float, values must be in...values must be in the range [1, inf) . If float, values must be in...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html