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  1. learning_curve — scikit-learn 1.7.dev0 document...

    1, 0.33, 0.55, 0.78, 1.]) , cv = None , scoring...(n_ticks,), default=np.linspace(0.1, 1.0, 5) Relative or absolute numbers...
    scikit-learn.org/dev/modules/generated/sklearn.model_selection.learning_curve.html
    Mon Dec 09 18:03:45 UTC 2024
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  2. Underfitting vs. Overfitting — scikit-learn 1.6...

    subplot ( 1 , len ( degrees ), i + 1 ) plt . setp ( ax...function (polynomial with degree 1) is not sufficient to fit the...
    scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html
    Tue Dec 24 12:16:10 UTC 2024
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  3. column_or_1d — scikit-learn 1.6.0 documentation

    >>> column_or_1d ([ 1 , 1 ]) array([1, 1]) On this page Show...type for y . Added in version 1.2. warn bool, default=False To...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.column_or_1d.html
    Fri Dec 20 11:14:16 UTC 2024
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  4. Comparing Linear Bayesian Regressors — scikit-l...

    1 , n_samples ) * 1.35 y = np . sqrt ( X...: y }) X = X . reshape (( - 1 , 1 )) # extrapolation X_plot =...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html
    Tue Dec 24 12:16:10 UTC 2024
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  5. 3.2. Tuning the hyper-parameters of an estimato...

    loguniform(1, 100) can be used instead of [1, 10, 100] . Mirroring...reference to the literature. 3.2.1. Exhaustive Grid Search # The...
    scikit-learn.org/stable/modules/grid_search.html
    Tue Dec 24 12:16:11 UTC 2024
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  6. Comparing various online solvers — scikit-learn...

    tol = 1e-1 , C = 1.0e4 / X . shape [ 0 ]), ), ] xx = 1.0 - np ....= 110 , loss = "hinge" , C = 1.0 , tol = 1e-4 ), ), ( "Passive-Aggressive...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_comparison.html
    Tue Dec 24 12:16:12 UTC 2024
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  7. as_float_array — scikit-learn 1.6.0 documentation

    nan Deprecated since version 1.6: force_all_finite was renamed...ensure_all_finite and will be removed in 1.8. ensure_all_finite bool or ‘allow-nan’,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.as_float_array.html
    Tue Dec 24 12:16:11 UTC 2024
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  8. FastICA on 2D point clouds — scikit-learn 1.6.0...

    array ([[ 1 , 1 ], [ 0 , 2 ]]) # Mixing matrix...( 42 ) S = rng . standard_t ( 1.5 , size = ( 20000 , 2 )) S [:,...
    scikit-learn.org/stable/auto_examples/decomposition/plot_ica_vs_pca.html
    Tue Dec 24 12:16:10 UTC 2024
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  9. Ordinary Least Squares Example — scikit-learn 1...

    legend () ax [ 1 ] . scatter ( X_test , y_test...label = "Test data points" ) ax [ 1 ] . plot ( X_test , y_pred , linewidth...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html
    Tue Dec 24 12:16:10 UTC 2024
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  10. 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 Dec 24 12:16:11 UTC 2024
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