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8.3. Generated datasets — scikit-learn 1....
1.1. Single label # make_blobs creates..."n_informative" : 1 , "n_clusters_per_class" : 1 , "n_classes"...scikit-learn.org/stable/datasets/sample_generators.html -
MiniBatchDictionaryLearning — scikit-lear...
1 ( U , V ) with || V_k || _2 <= 1 for all 0 <=...heuristics. Added in version 1.1. fit_algorithm {‘lars’, ‘cd’},...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
GroupKFold — scikit-learn 1.8.0 documenta...
index=[0 1 4 5], group=[0 0 3 3] Fold 1: Train: index=[0 1 4 5],...scikit-learn 1.4 Release Highlights for scikit-learn 1.4 On this...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupKFold.html -
chi2_kernel — scikit-learn 1.8.0 document...
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...chi2_kernel ( X , Y = None , gamma = 1.0 ) [source] # Compute the exponential...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.chi2_kernel.html -
ndcg_score — scikit-learn 1.8.0 documenta...
1.1 , 1. , .5 , .0 ]]) >>>...scores = np . asarray ([[ 1 , 0 , 0 , 0 , 1 ]]) >>> # by...scikit-learn.org/stable/modules/generated/sklearn.metrics.ndcg_score.html -
resample — scikit-learn 1.8.0 documentation
1 , 1 , 1 , 1 , 1 , 1 , 1 ] >>> resample...... random_state = 0 ) [1, 1, 1, 0, 1] On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html -
HistGradientBoostingClassifier — scikit-l...
that categorical values of 1.0 and 1 are treated as the same category....integer values: 1: monotonic increase 0: no constraint -1: monotonic...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
mutual_info_score — scikit-learn 1.8.0 do...
1 , 1 , 0 , 1 , 0 ] >>> labels_pred = [ 0 , 1 , 0...as: \[MI(U,V)=\sum_{i=1}^{|U|} \sum_{j=1}^{|V|} \frac{|U_i\cap...scikit-learn.org/stable/modules/generated/sklearn.metrics.mutual_info_score.html -
paired_cosine_distances — scikit-learn 1....
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_cosine_distances.html -
CountVectorizer — scikit-learn 1.8.0 docu...
[[0 1 1 1 0 0 1 0 1] [0 2 0 1 0 1 1 0 1] [1 0 0 1 1 0 1 1 1] [0...[[0 0 1 1 0 0 1 0 0 0 0 1 0] [0 1 0 1 0 1 0 1 0 0 1 0 0] [1 0 0...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html