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  1. Version 0.22 — scikit-learn 1.8.0 documentation

    is given for both n_jobs=1 or n_jobs>1 both with shared memory...results between n_jobs=1 and n_jobs>1 due to the handling of...
    scikit-learn.org/stable/whats_new/v0.22.html
    Tue Mar 17 03:44:36 UTC 2026
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  2. GaussianNB — scikit-learn 1.8.0 documentation

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> Y = np . array ([ 1 , 1 , 1 , 2 , 2...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
    Tue Mar 17 03:44:39 UTC 2026
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  3. LatentDirichletAllocation — scikit-learn 1.8.0 ...

    evaluate_every = -1 , total_samples = 1000000.0 , perp_tol = 0.1 , mean_change_tol...None, defaults to 1 / n_components . In [1] , this is called...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html
    Tue Mar 17 03:44:36 UTC 2026
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  4. TfidfVectorizer — scikit-learn 1.8.0 documentation

    ngram_range=(1 , 1) , max_df=1.0 , min_df=1 , max_features=None...ngram_range of (1, 1) means only unigrams, (1, 2) means unigrams...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
    Tue Mar 17 03:44:39 UTC 2026
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  5. OOB Errors for Random Forests — scikit-learn 1....

    validated whilst being trained [ 1 ] . The example below demonstrates...= 25 , n_clusters_per_class = 1 , n_informative = 15 , random_state...
    scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html
    Tue Mar 17 03:44:39 UTC 2026
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  6. CaffeineCache (Spring Framework 7.0.1 API)

    1 Method Details getName public...AsyncCache is available Since: 6.1 See Also: CaffeineCache(String,...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/cache/caffeine/Caffe...
    Fri Feb 01 00:00:00 UTC 1980
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  7. SVM Tie Breaking Example — scikit-learn 1.8.0 d...

    1 ] . min (), X [:, 1 ] . max ()] xs = np...xlim [ 1 ], 1000 ) ys = np . linspace ( ylim [ 0 ], ylim [ 1 ], 1000...
    scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html
    Tue Mar 17 03:44:36 UTC 2026
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  8. mutual_info_classif — scikit-learn 1.8.0 docume...

    means 1 unless in a joblib.parallel_backend context. -1 means...References [ 1 ] Mutual Information on Wikipedia. [ 2 ] ( 1 , 2 ) A....
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_classif.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. mutual_info_regression — scikit-learn 1.8.0 doc...

    means 1 unless in a joblib.parallel_backend context. -1 means...References [ 1 ] Mutual Information on Wikipedia. [ 2 ] ( 1 , 2 ) A....
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html
    Tue Mar 17 03:44:39 UTC 2026
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  10. is_clusterer — scikit-learn 1.8.0 documentation

    Added in version 1.6. Parameters : estimator estimator...
    scikit-learn.org/stable/modules/generated/sklearn.base.is_clusterer.html
    Tue Mar 17 03:44:36 UTC 2026
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