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  1. When hybrid search truly shines - Elasticsearch...

    be: quiet home in Pinewood with 2 rooms , with quiet place being...the query while Pinewood with 2 rooms will be the textual or lexical...
    www.elastic.co/search-labs/blog/elasticsearch-hybrid-search
    Fri Aug 08 00:49:32 UTC 2025
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  2. GridSearchCV — scikit-learn 1.7.1 documentation

    split0_test_score … rank_t… ‘poly’ – 2 0.80 … 2 ‘poly’ – 3 0.70 … 4 ‘rbf’...verbose = 0 , pre_dispatch = '2*n_jobs' , error_score = nan ,...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html
    Thu Aug 07 12:27:54 UTC 2025
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  3. VotingClassifier — scikit-learn 1.7.1 documenta...

    2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2 ]) >>>...- 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html
    Thu Aug 07 12:27:53 UTC 2025
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  4. KernelRidge — scikit-learn 1.7.1 documentation

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...coefficient of determination, \(R^2\) , is defined as \((1 - \frac{u}{v})\)...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html
    Thu Aug 07 12:27:55 UTC 2025
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  5. plot_classifier_comparison.zip

    make_classification( n_features=2, n_redundant=0, n_informative=2, random_state=1,...rng = np.random.RandomState(2) X += 2 * rng.uniform(size=X.shape)...
    scikit-learn.org/stable/_downloads/ce35bcc69acbd491cf7ac77fa17889d5/plot_classifier_comparison.zip
    Wed Aug 06 18:27:57 UTC 2025
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  6. mean_tweedie_deviance — scikit-learn 1.7.1 docu...

    y_true = [ 2 , 0 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2. ] >>>...>= 0 and y_pred > 0. 1 < p < 2 : Compound Poisson distribution....
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_tweedie_deviance.html
    Thu Aug 07 12:27:54 UTC 2025
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  7. MultiOutputRegressor — scikit-learn 1.7.1 docum...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...coefficient of determination, \(R^2\) , is defined as \((1 - \frac{u}{v})\)...
    scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputRegressor.html
    Thu Aug 07 12:27:55 UTC 2025
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  8. CountVectorizer — scikit-learn 1.7.1 documentation

    2) means unigrams and bigrams, and (2, 2) means only...= 'word' , ngram_range = ( 2 , 2 )) >>> X2 = vectorizer2 . fit_transform...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html
    Thu Aug 07 12:27:54 UTC 2025
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  9. Elastic Observability Labs

    Paramasivam Daniela Tzvetkova 2 April 2025 Azure OpenAI OpenAI...Subham Sarkar Daniela Tzvetkova 2 March 2025 AWS GenAI AWS Bedrock...
    www.elastic.co/observability-labs/blog/tag/genai
    Fri Aug 08 01:11:06 UTC 2025
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  10. roc_curve — scikit-learn 1.7.1 documentation

    2 , 2 ]) >>> scores = np . array ([...Returns : fpr ndarray of shape (>2,) Increasing false positive rates...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html
    Thu Aug 07 12:27:54 UTC 2025
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