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binarize — scikit-learn 1.6.1 documentation
1., 0.], [1., 0., 0.]]) On this page...are replaced by 0, above it by 1. Threshold may not be less than...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.binarize.html -
1. Supervised learning — scikit-learn 1.6.1 doc...
version 1. Supervised learning # 1.1. Linear Models 1.1.1. Ordinary...Lasso 1.1.4. Multi-task Lasso 1.1.5. Elastic-Net 1.1.6. Multi-task...scikit-learn.org/stable/supervised_learning.html -
DistanceMetric — scikit-learn 1.6.1 documentation
get_metric ( 'euclidean' ) >>> X = [[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]] >>>...10.63...] [5.65..., 8.48...] [1.41..., 4.24...]]) Available Metrics...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
make_column_transformer — scikit-learn 1.6.1 do...
means 1 unless in a joblib.parallel_backend context. -1 means...Added in version 1.5. Changed in version 1.7: The default value...scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_transformer.html -
Release Highlights for scikit-learn 0.23 — scik...
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Gallery generated...been removed in version 1.2. From 1.2, use # PartialDependenceDis...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html -
A demo of K-Means clustering on the handwritten...
1 ] . min () - 1 , reduced_data [:, 1 ] . max () + 1 xx ,.... min () - 1 , reduced_data [:, 0 ] . max () + 1 y_min , y_max...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html -
scikit-learn: machine learning in Python — scik...
scikit-learn 1.7 (Changelog) . January 2025. scikit-learn 1.6.1 is available...). July 2024. scikit-learn 1.5.1 is available for download (...scikit-learn.org/stable/index.html -
homogeneity_completeness_v_measure — scikit-lea...
1 , 1 , 2 , 2 ], [ 0 , 0 , 1 , 2 , 2 , 2 ] >>>...float Score between 0.0 and 1.0. 1.0 stands for perfectly homogeneous...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html -
Post pruning decision trees with cost complexit...
plot ( ccp_alphas [: - 1 ], impurities [: - 1 ], marker = "o" , drawstyle...clfs [ - 1 ] . tree_ . node_count , ccp_alphas [ - 1 ] ) ) Number...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
Plot the decision surfaces of ensembles of tree...
() - 1 , X [:, 0 ] . max () + 1 y_min , y_max = X [:, 1 ] . min...min () - 1 , X [:, 1 ] . max () + 1 xx , yy = np . meshgrid (...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html