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grid_to_graph — scikit-learn 1.8.0 docume...
0) 1 (1, 1) 1 On this page This Page...bool ) >>> mask [[ 1 , 2 ], [ 1 , 2 ], :] = True >>>...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.grid_to_graph.html -
StandardScaler — scikit-learn 1.8.0 docum...
( data )) [[-1. -1.] [-1. -1.] [ 1. 1.] [ 1. 1.]] >>>...0 , 0 ], [ 0 , 0 ], [ 1 , 1 ], [ 1 , 1 ]] >>> scaler...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
add_dummy_feature — scikit-learn 1.8.0 do...
1 ], [ 1 , 0 ]]) array([[1., 0., 1.], [1., 1., 0.]])...add_dummy_feature ( X , value = 1.0 ) [source] # Augment dataset...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.add_dummy_feature.html -
weighted_mode — scikit-learn 1.8.0 docume...
1 , 4 , 2 , 4 , 2 ] >>> weights = [ 1 , 1 , 1 , 1...1 , 1 , 1 ] >>> weighted_mode ( x , weights ) (array([4.]),...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.weighted_mode.html -
LabelSpreading — scikit-learn 1.8.0 docum...
means 1 unless in a joblib.parallel_backend context. -1 means...Clamping factor. A value in (0, 1) that specifies the relative amount...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html -
normalized_mutual_info_score — scikit-lea...
1 , 1 ], [ 0 , 0 , 1 , 1 ]) 1.0 >>> ...ore ([ 0 , 0 , 1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 If classes members...scikit-learn.org/stable/modules/generated/sklearn.metrics.normalized_mutual_info_score.html -
pairwise_distances_argmin_min — scikit-le...
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...array([0, 1]) >>> distances array([1., 1.]) On this...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_argmin_min.html -
ColumnTransformer — scikit-learn 1.8.0 do...
1. , 2. , 2. ], ... [ 1. , 1. , 0. , 1. ]]) >>>...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
silhouette_samples — scikit-learn 1.8.0 d...
The best value is 1 and the worst value is -1. Values near 0 indicate...<= n_labels <= n_samples - 1 . This function returns the Silhouette...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_samples.html -
pair_confusion_matrix — scikit-learn 1.8....
1 , 1 ], [ 1 , 1 , 0 , 0 ]) array([[8,...pair_confusion_matrix ([ 0 , 0 , 1 , 2 ], [ 0 , 0 , 1 , 1 ]) array([[8, 2],...scikit-learn.org/stable/modules/generated/sklearn.metrics.cluster.pair_confusion_matrix.html