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  1. BallTree — scikit-learn 1.7.2 documentation

    satisfy leaf_size <= n_points <= 2 * leaf_size , except in the case...standard Euclidean distance when p = 2. A list of valid metrics for BallTree...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.BallTree.html
    Wed Sep 24 16:15:24 UTC 2025
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  2. Elastic Global Threat Report Infographic 2024 F...

    Execution Defense Evasion Execution 2.27% Other Within endpoints, adversaries...Report Infographic 2024 Final-2_20240930 Adobe Illustrator 28.7...
    www.elastic.co/pdf/elastic-gtr-2024-adversary-actions
    Wed Sep 24 01:13:21 UTC 2025
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  3. FastICA — scikit-learn 1.7.2 documentation

    ( 3 * x ** 2 ) . mean ( axis =- 1 ) fun_args...n_features . Added in version 1.2. random_state int, RandomState...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html
    Wed Sep 24 16:15:24 UTC 2025
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  4. RandomForestClassifier — scikit-learn 1.7.2 doc...

    min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html
    Wed Sep 24 16:15:26 UTC 2025
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  5. RandomTreesEmbedding — scikit-learn 1.7.2 docum...

    min_samples_split = 2 , min_samples_leaf = 1 , min_...nodes is at most n_estimators * 2 ** max_depth . For an example...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomTreesEmbedding.html
    Wed Sep 24 16:15:25 UTC 2025
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  6. IsolationForest — scikit-learn 1.7.2 documentation

    2: base_estimator_ was renamed to...each tree is set to ceil(log_2(n)) where \(n\) is the number...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html
    Wed Sep 24 16:15:24 UTC 2025
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  7. 1.12. Multiclass and multioutput algorithms — s...

    2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,...1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,...
    scikit-learn.org/stable/modules/multiclass.html
    Wed Sep 24 16:15:26 UTC 2025
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  8. spectral_clustering — scikit-learn 1.7.2 docume...

    [2] . Read more in the User Guide...be avoided. Added in version 1.2: Added ‘auto’ option. assign_labels...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.spectral_clustering.html
    Wed Sep 24 16:15:26 UTC 2025
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  9. average_precision_score — scikit-learn 1.7.2 do...

    2 , 2 ]) >>> y_scores = np . array ([ ... [ 0.7 , 0.2 , 0.1...], ... [ 0.2 , 0.3 , 0.5 ], ... [ 0.4 , 0.4 , 0.2 ], ... [ 0.1...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html
    Wed Sep 24 16:15:25 UTC 2025
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  10. MinCovDet — scikit-learn 1.7.2 documentation

    (n_samples + n_features + 1) / 2 * n_samples . The parameter must...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.MinCovDet.html
    Wed Sep 24 16:15:25 UTC 2025
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