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ClassNamePrefixFeaturesOutMixin — scikit-learn ...
shape [ 1 ] ... return self >>> X = np . array ([[ 1 , 2 ], [...scikit-learn.org/stable/modules/generated/sklearn.base.ClassNamePrefixFeaturesOutMixin.html -
Image denoising using dictionary learning — sci...
raccoon_face [ 1 :: 4 , :: 4 ] + raccoon_face [:: 4 , 1 :: 4 ] + raccoon_face...raccoon_face [ 1 :: 4 , 1 :: 4 ] ) raccoon_face /= 4.0 height...scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html -
Tags — scikit-learn 1.6.1 documentation
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 On this...scikit-learn.org/stable/modules/generated/sklearn.utils.Tags.html -
brier_score_loss — scikit-learn 1.6.1 documenta...
y_true in {-1, 1} or {0, 1}, pos_label defaults to 1; else if y_true...0 or all -1, in which case pos_label defaults to 1. Read more...scikit-learn.org/stable/modules/generated/sklearn.metrics.brier_score_loss.html -
fowlkes_mallows_score — scikit-learn 1.6.1 docu...
1 , 1 ], [ 0 , 0 , 1 , 1 ]) np.float64(1.0) >>> fowlkes_mallows_score...([ 0 , 0 , 1 , 1 ], [ 1 , 1 , 0 , 0 ]) np.float64(1.0) If classes...scikit-learn.org/stable/modules/generated/sklearn.metrics.fowlkes_mallows_score.html -
average_precision_score — scikit-learn 1.6.1 do...
1 , 1 ]) >>> y_scores = np . array ([ 0.1 , 0.4 , 0.35..., 0.1 ], ... [ 0.4 , 0.3 , 0.3 ], ... [ 0.1 , 0.8 , 0.1 ], ......scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html -
Comparison of kernel ridge regression and SVR —...
1 ), param_grid = { "alpha" : [ 1e0 , 0.1 , 1e-2 , 1e-3...with params: {'C': 1.0, 'gamma': np.float64(0.1)} and R2 score:...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
Demo of affinity propagation clustering algorit...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , labels_true...0 ]], [ cluster_center [ 1 ], x [ 1 ]], color = col [ "color"...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html -
Comparing Target Encoder with Other Encoders — ...
scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Gallery...points price province region_1 region_2 variety winery 0 US This...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
paired_manhattan_distances — scikit-learn 1.6.1...
array ([[ 1 , 1 , 0 ], [ 0 , 1 , 0 ], [ 0 , 0 , 1 ]]) >>> Y =...calculated between (X[0], Y[0]), (X[1], Y[1]), …, (X[n_samples], Y[n_samples])....scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_manhattan_distances.html