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EllipticEnvelope — scikit-learn 1.5.0 documenta...
) 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 -
HistGradientBoostingRegressor — scikit-learn 1....
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 -
SelectFpr — scikit-learn 1.5.0 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 -
HalvingGridSearchCV — scikit-learn 1.5.0 docume...
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 -
GridSearchCV — scikit-learn 1.5.0 documentation
'param_gamma' : masked_array ( data = [ -- -- 0.1 0.2 ], mask = [ True...'param_degree' : masked_array ( data = [ 2.0 3.0 -- -- ], mask = [ False...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html -
RandomizedSearchCV — scikit-learn 1.5.0 documen...
'param_kernel' : masked_array ( data = [ 'rbf' , 'rbf' , 'rbf' ], mask = False...'param_gamma' : masked_array ( data = [ 0.1 0.2 0.3 ], mask = False ),...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
RFE — scikit-learn 1.5.0 documentation
) 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.RFE.html -
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 -
MissingIndicator — scikit-learn 1.5.0 documenta...
default=’missing-only’ Whether the imputer mask should represent all or a subset...'missing-only' (default), the imputer mask will only represent features...scikit-learn.org/stable/modules/generated/sklearn.impute.MissingIndicator.html -
MinCovDet — scikit-learn 1.5.0 documentation
The parameter must be in the range (0, 1]. random_state...ndarray of shape (n_samples,) A mask of the observations that have...scikit-learn.org/stable/modules/generated/sklearn.covariance.MinCovDet.html