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RBFSampler — scikit-learn 1.7.2 documenta...
[ 1 , 1 ], [ 1 , 0 ], [ 0 , 1 ]] >>> y...version 1.2: The option "scale" was added in 1.2. n_components...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.RBFSampler.html -
homogeneity_score — scikit-learn 1.7.2 do...
1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 Non-perfect labelings...homogeneity_score ([ 0 , 0 , 1 , 1 ], [ 0 , 0 , 1 , 2 ])) 1.000000 >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_score.html -
KNeighborsTransformer — scikit-learn 1.7....
() array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) set_output...rs=1) >>> print ( neigh . kneighbors ([[ 1. , 1. , 1....scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html -
permutation_importance — scikit-learn 1.7...
>>> X = [[ 1 , 9 , 9 ],[ 1 , 9 , 9 ],[ 1 , 9 , 9 ], ... [..., 9 ]] >>> y = [ 1 , 1 , 1 , 0 , 0 , 0 ] >>>...scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html -
Version 1.0 — scikit-learn 1.7.2 document...
Version 1.0.1 # October 2021 Fixed models...Version 1.0.0 of scikit-learn requires python 3.7+, numpy 1.14.6+...scikit-learn.org/stable/whats_new/v1.0.html -
Version 1.2 — scikit-learn 1.7.2 document...
is deprecated in 1.2.1 and will be removed in 1.5. Instead, import...raised in version 1.2 when min_sample_split=1 . #25744 by Jérémie...scikit-learn.org/stable/whats_new/v1.2.html -
median_absolute_error — scikit-learn 1.7....
1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>>...>>> y_pred = [[ 0 , 2 ], [ - 1 , 2 ], [ 8 , - 5 ]] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.median_absolute_error.html -
SVC — scikit-learn 1.7.2 documentation
array ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...default=-1 Hard limit on iterations within solver, or -1 for no...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
r2_score — scikit-learn 1.7.2 documentation
1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>>...cross-validation). Added in version 1.1. Returns : z float or ndarray...scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html -
mutual_info_regression — scikit-learn 1.7...
means 1 unless in a joblib.parallel_backend context. -1 means...References [ 1 ] Mutual Information on Wikipedia. [ 2 ] ( 1 , 2 ) A....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html