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BisectingKMeans — scikit-learn 1.7.2 documentation
array ([[ 1 , 1 ], [ 10 , 1 ], [ 3 , 1 ], ... [ 10 , 0...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 On this page...scikit-learn.org/stable/modules/generated/sklearn.cluster.BisectingKMeans.html -
BayesianRidge — scikit-learn 1.7.2 documentation
[ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) fit ( X , y , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html -
Version 0.15 — scikit-learn 1.7.2 documentation
Ben-Meshulam 1 Yury V. Zaytsev 1 adrinjalali 1 ai8rahim 1 alemagnani 1 alex...jamestwebber 1 matrixorz 1 popo 1 samuela 1 François Boulogne 1 Alexander...scikit-learn.org/stable/whats_new/v0.15.html -
Visualizing the probabilistic predictions of a ...
uniform ( low =- 1 , high = 1 , size = ( n_samples , 2...> 0 , xor [ "Feature #1" ] + noise [:, 1 ] > 0 ) X = xor [ feature_names...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html -
Installing scikit-learn — scikit-learn 1.7.2 do...
Scikit-learn 1.0 supported Python 3.7—3.10. Scikit-learn 1.1, 1.2 and...and 1.3 supported Python 3.8—3.12. Scikit-learn 1.4 and 1.5 supported...scikit-learn.org/stable/install.html -
SVM Tie Breaking Example — scikit-learn 1.7.2 d...
1 ] . min (), X [:, 1 ] . max ()] xs = np...xlim [ 1 ], 1000 ) ys = np . linspace ( ylim [ 0 ], ylim [ 1 ], 1000...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
Agglomerative clustering with different metrics...
1 , 1 ]) for l , color , n in zip...figure () plt . axes ([ 0 , 0 , 1 , 1 ]) for l , color in zip ( np...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html -
Evaluation of outlier detection estimators — sc...
in pandas 1.5.1 were mapped to np.nan in pandas 2.0.1 X [ "Misc_Feature"...n_neighbors_list ) - 1 ), chance_level_kw = { "linestyle" : ( 0 , ( 1 , 10 ))},...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Understanding the decision tree structure — sci...
node=1 is a leaf node with value=[[1. 0. 0.]]. node=2...min_samples_split 2 min_samples_leaf 1 min_weight_fraction_leaf 0.0 max_features...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
OneVsRestClassifier — scikit-learn 1.7.2 docume...
as a 2D binary (0/1) matrix, where [i, j] == 1 indicates the presence...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsRestClassifier.html