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  1. 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
    Mon Nov 03 14:20:04 UTC 2025
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  2. Concentration Prior Type Analysis of Variation ...

    normalization eig_vals = 2 * np . sqrt ( 2 ) * np . sqrt ( eig_vals...= 0.8 ) ax1 . set_xlim ( - 2.0 , 2.0 ) ax1 . set_ylim ( - 3.0...
    scikit-learn.org/stable/auto_examples/mixture/plot_concentration_prior.html
    Mon Nov 03 14:20:03 UTC 2025
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  3. 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
    Mon Nov 03 14:20:03 UTC 2025
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  4. check_scoring — scikit-learn 1.7.2 documentation

    DecisionTreeClassifi ( max_depth = 2 ) . fit ( X , y ) >>> scorer =...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.check_scoring.html
    Mon Nov 03 14:20:05 UTC 2025
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  5. Installing the development version of scikit-le...

    2 base systems does not include...
    scikit-learn.org/stable/developers/advanced_installation.html
    Mon Nov 03 14:20:04 UTC 2025
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  6. Wikipedia principal eigenvector — scikit-learn ...

    0 ])] = short_name ( split [ 2 ]) if l % 1000000 == 0 : print...index_map , short_name ( split [ 2 ])) links . append (( i , j ))...
    scikit-learn.org/stable/auto_examples/applications/wikipedia_principal_eigenvector.html
    Mon Nov 03 14:20:03 UTC 2025
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  7. Release Highlights for scikit-learn 0.22 — scik...

    2. From 1.2, use RocCurveDisplay instead....n_neighbors = 2 ) print ( imputer . fit_transform ( X )) [[1. 2. 4. ]...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.html
    Mon Nov 03 14:20:03 UTC 2025
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  8. 14. External Resources, Videos and Talks — scik...

    2. Videos # The scikit-learn YouTube...
    scikit-learn.org/stable/presentations.html
    Mon Nov 03 14:20:03 UTC 2025
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  9. Effect of model regularization on training and ...

    n_jobs = 2 , score_type = "both" , ) disp..."Validation Curve for ElasticNet (R$^2$ Score)" , xlabel = r "alpha (regularization...
    scikit-learn.org/stable/auto_examples/model_selection/plot_train_error_vs_test_error.html
    Mon Nov 03 14:20:05 UTC 2025
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  10. Plot Ridge coefficients as a function of the re...

    - 2 , n_alphas ) coefs = [] for a...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_path.html
    Mon Nov 03 14:20:05 UTC 2025
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