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  1. polynomial_kernel — scikit-learn 1.8.0 do...

    [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0..., degree = 2 ) array([[1. , 1. ], [1.77, 2.77]]) On this page...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.polynomial_kernel.html
    Mon Feb 16 16:32:35 GMT 2026
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  2. NearestNeighbors — scikit-learn 1.8.0 doc...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) radius_neighbors...() array([[1., 0., 1.], [0., 1., 0.], [1., 0., 1.]]) set_params...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html
    Mon Feb 16 16:32:33 GMT 2026
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  3. PredefinedSplit — scikit-learn 1.8.0 docu...

    1 , 1 ]) >>> test_fold = [ 0 , 1 , - 1 , 1 ] >>>...PredefinedSplit(test_fold=array([ 0, 1, -1, 1])) >>> for i , (...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html
    Mon Feb 16 16:32:33 GMT 2026
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  4. paired_manhattan_distances — scikit-learn...

    array ([[ 1 , 1 , 0 ], [ 0 , 1 , 0 ], [ 0 , 0 , 1 ]]) >>>...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
    Mon Feb 16 16:32:33 GMT 2026
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  5. type_of_target — scikit-learn 1.8.0 docum...

    >>> type_of_target ([ 1 , - 1 , - 1 , 1 ]) 'binary' >>>...type_of_target ( np . array ([[ 0 , 1 ], [ 1 , 1 ]])) 'multilabel-indicator'...
    scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html
    Mon Feb 16 16:33:27 GMT 2026
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  6. 1.2. Linear and Quadratic Discriminant Analysis...

    equal to \(\frac{1}{n - 1} X_k^TX_k = \frac{1}{n - 1} V S^2 V^T\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^T...
    scikit-learn.org/stable/modules/lda_qda.html
    Mon Feb 16 16:32:34 GMT 2026
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  7. minmax_scale — scikit-learn 1.8.0 documen...

    1 , 2 ], [ - 1 , 0 , 1 ]] >>> minmax_scale...independently array([[0., 1., 1.], [1., 0., 0.]]) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html
    Mon Feb 16 16:32:35 GMT 2026
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  8. fowlkes_mallows_score — scikit-learn 1.8....

    1 , 1 ], [ 0 , 0 , 1 , 1 ]) 1.0 >>> ...fowlkes_mallows_score ([ 0 , 0 , 1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 If classes members...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.fowlkes_mallows_score.html
    Mon Feb 16 16:33:27 GMT 2026
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  9. paired_euclidean_distances — scikit-learn...

    [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...paired_euclidean_distances ( X , Y ) array([1., 1.]) On this page This Page...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_euclidean_distances.html
    Mon Feb 16 16:32:35 GMT 2026
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  10. make_sparse_spd_matrix — scikit-learn 1.8...

    array([[1., 0., 0., 0.], [0., 1., 0., 0.], [0., 0., 1., 0.], [0.,...elements all 1. smallest_coef float, default=0.1 The value of...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_spd_matrix.html
    Mon Feb 16 16:32:34 GMT 2026
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