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RepeatedStratifiedKFold — scikit-learn 1....
array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]])...>>> y = np . array ([ 0 , 0 , 1 , 1 ]) >>> rskf = RepeatedStratifiedKF...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedStratifiedKFold.html -
lasso_path — scikit-learn 1.7.2 documenta...
array ([[ 1 , 2 , 3.1 ], [ 2.3 , 5.4 , 4.3 ]])...>>> y = np . array ([ 1 , 2 , 3.1 ]) >>> # Use lasso_path...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lasso_path.html -
1. Supervised learning — scikit-learn 1.7...
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 -
pairwise_distances — scikit-learn 1.7.2 d...
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...deprecated from SciPy 1.9 and will be removed in SciPy 1.11. Note 'matching'...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances.html -
Nystroem — scikit-learn 1.7.2 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also AdditiveChi2Sampler...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.Nystroem.html -
mean_absolute_percentage_error — scikit-l...
1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>>...= [ 1. , 0. , 2.4 , 7. ] >>> y_pred = [ 1.2 , 0.1 , 2.4...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_percentage_error.html -
Version 1.6 — scikit-learn 1.7.2 document...
Version 1.6.1 # January 2025 Changed models...was deprecated in 1.6 and will be removed in 1.8. It has no effect...scikit-learn.org/stable/whats_new/v1.6.html -
affinity_propagation — scikit-learn 1.7.2...
array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2...>>> labels array([0, 0, 0, 1, 1, 1]) Gallery examples # Visualizing...scikit-learn.org/stable/modules/generated/sklearn.cluster.affinity_propagation.html -
GroupShuffleSplit — scikit-learn 1.7.2 do...
index=[0 1], group=[1 1] Fold 1: Train: index=[0 1 5 6 7], group=[1...= ( 8 , 1 )) >>> groups = np . array ([ 1 , 1 , 2 , 2...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupShuffleSplit.html -
make_scorer — scikit-learn 1.7.2 document...
Added in version 1.4. Deprecated since version 1.6: None is equivalent...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 On this...scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html