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sklearn.model_selection.RandomizedSearchCV — sc...
'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 -
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.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.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 -
sklearn.model_selection.HalvingRandomSearchCV —...
or scoring must be passed. param_distributions...parameters to try. Distributions must provide a rvs method for sampling...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingRandomSearchCV.html -
sklearn.model_selection.GridSearchCV — scikit-l...
'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 -
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 -
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.SequentialFeatureSele...
dtype=bool 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.SequentialFeatureSelector.html