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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 -
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 -
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 -
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 -
FanFare
the chefs must put their detective skills to...that can see spirits, a family must protect their daughter from...fanfare.metafilter.com -
PartialDependenceDisplay — scikit-learn 1.5.0 d...
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 -
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 -
Version 0.15 — scikit-learn 1.6.dev0 documentation
Generating boolean masks (the setting indices=False )...is deprecated. Support for masks will be removed in 0.17. The...scikit-learn.org/dev/whats_new/v0.15.html