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3.5. Validation curves: plotting scores to eval...
function \(f(x) = \cos (\frac{3}{2} \pi x)\) and some noisy samples...is usually not possible. 3.5.2. Learning curve # A learning curve...scikit-learn.org/stable/modules/learning_curve.html -
unique_labels — scikit-learn 1.7.2 documentation
2 , 3 , 4 ], [ 2 , 2 , 3 , 4 ]) array([1, 2, 3, 4]) >>>...unique_labels ([ 1 , 2 , 10 ], [ 5 , 11 ]) array([ 1, 2, 5, 10, 11])...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.unique_labels.html -
Model selection with Probabilistic PCA and Fact...
rand ( n_features ) + sigma / 2.0 X_hetero = X + rng . randn (...shrinkages = np . logspace ( - 2 , 0 , 30 ) cv = GridSearchCV (...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html -
Probability Calibration curves — scikit-learn 1...
add_subplot ( gs [: 2 , : 2 ]) calibration_displays = {}...histogram grid_positions = [( 2 , 0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 ,...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
safe_mask — scikit-learn 1.7.2 documentation
[ 2 ], [ 3 ], [ 4 ], [ 5 ]]) >>> condition...[ mask ] . toarray () array([[2], [3], [5]]) On this page This...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_mask.html -
Glossary of Common Terms and API Elements — sci...
2], 2 is the positive class; of [‘no’,...array whose .shape has length 2. Often represents a matrix. API...scikit-learn.org/stable/glossary.html -
Swiss Roll And Swiss-Hole Reduction — scikit-le...
n_components = 2 ) sr_tsne = manifold . TSNE ( n_components = 2 , perplexity...n_components = 2 ) sh_tsne = manifold . TSNE ( n_components = 2 , perplexity...scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html -
manhattan_distances — scikit-learn 1.7.2 docume...
2 ], [ 3 , 4 ]], [[ 1 , 2 ], [ 0 , 3 ]]) array([[0., 2.],...]], [[ 2 ]]) array([[1.]]) >>> manhattan_distances ([[ 2 ]], [[...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.manhattan_distances.html -
paired_euclidean_distances — scikit-learn 1.7.2...
Skip to main content Back to top Ctrl + K GitHub Choose version paired_euclidean_distances # sklearn.metrics.pairwise...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_euclidean_distances.html -
Demo of affinity propagation clustering algorit...
Reference: Brendan J. Frey and Delbert Dueck, “Clustering by Passing Messages Between Data Points”, Science Feb. 2007 Generate sample data: Compute Affinity Propagation: Plot result: Total running ...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html