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sklearn.gaussian_process — scikit-learn 1.6.1 d...
kernel takes two kernels \(k_1\) and \(k_2\) and combines them...kernel takes two kernels \(k_1\) and \(k_2\) and combines them...scikit-learn.org/stable/api/sklearn.gaussian_process.html -
Comparison between grid search and successive h...
1e-1 , 1e-2 , 1e-3 , 1e-4 , 1e-5 , 1e-6 , 1e-7 ] Cs = [ 1 , 10...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Selecting the number of clusters with silhouett...
from -1, 1 but in this example all # lie within [-0.1, 1] ax1...set_xlim ([ - 0.1 , 1 ]) # The (n_clusters+1)*10 is for inserting...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
d2_absolute_error_score — scikit-learn 1.6.1 do...
1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>> y_pred...User Guide . Added in version 1.1. Parameters : y_true array-like...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_absolute_error_score.html -
Comparison of the K-Means and MiniBatchKMeans c...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] n_clusters...ax = fig . add_subplot ( 1 , 3 , 1 ) for k , col in zip ( range...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
sample_without_replacement — scikit-learn 1.6.1...
1, 5, 0, 7]) On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.utils.random.sample_without_replacement.html -
6.4. Imputation of missing values — scikit-lear...
array ([[ - 1 , - 1 , 1 , 3 ], ... [ 4 , - 1 , 0 , - 1 ], ... [...= sp . csc_matrix ([[ 1 , 2 ], [ 0 , - 1 ], [ 8 , 4 ]]) >>> imp...scikit-learn.org/stable/modules/impute.html -
ConfusionMatrixDisplay — scikit-learn 1.6.1 doc...
scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Faces recognition...are set from 0 to n_classes - 1 . Attributes : im_ matplotlib...scikit-learn.org/stable/modules/generated/sklearn.metrics.ConfusionMatrixDisplay.html -
SimpleImputer — scikit-learn 1.6.1 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...Added in version 1.2. Changed in version 1.6: Currently, when...scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html -
normalized_mutual_info_score — scikit-learn 1.6...
1 , 1 ], [ 0 , 0 , 1 , 1 ]) ... 1.0 >>> normali...e ([ 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