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  1. cross_validation.rst.txt

    ((90, 4), (90,)) >>> X_test.shape, y_test.shape ((60, 4), (60,))...cross_val_score(clf, X, y, cv=5) >>> scores array([0.96, 1. , 0.96, 0.96,...
    scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt
    Wed Sep 03 15:29:59 UTC 2025
      41.1K bytes
      6 views
     
  2. plot_discretization_strategies.rst.txt

    meshgrid( np.linspace(X[:, 0].min(), X[:, 0].max(), 300), np.linspace(X[:,...len(strategies) + 1, i) ax.scatter(X[:, 0], X[:, 1], edgecolors="k") if ds_cnt...
    scikit-learn.org/stable/_sources/auto_examples/preprocessing/plot_discretization_strategies.rst.txt
    Fri Sep 05 11:59:58 UTC 2025
      5.9K bytes
     
  3. feature_selection.rst.txt

    = [[0, 0, 1], [0, 1, 0], [1, 0, 0], [0, 1, 1], [0, 1, 0], [0,....8))) >>> sel.fit_transform(X) array([[0, 1], [1, 0], [0, 0], [1,...
    scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt
    Fri Sep 05 11:59:58 UTC 2025
      14.5K bytes
      3 views
     
  4. model_evaluation.rst.txt

    evaluation (`mean_pinball_loss(..., alpha=0.99)` - we apologize...Association 102 (2007), pp. 359 378. `link to pdf <https://sites.sta...
    scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt
    Sat Sep 06 21:55:17 UTC 2025
      132.2K bytes
      3 views
     
  5. plot_multi_metric_evaluation.rst.txt

    for sample, style in (("train", "--"), ("test", "-")): sample_score_mean...plt.ylabel("Score") ax = plt.gca() ax.set_xlim(0, 402) ax.set_ylim(0.73,...
    scikit-learn.org/stable/_sources/auto_examples/model_selection/plot_multi_metric_evaluation.rst.txt
    Wed Sep 03 15:29:59 UTC 2025
      6.6K bytes
     
  6. governance.rst.txt

    way, they are a contributor. Core Contributors ---------- All...relevant to their roles. Contributors ---------- Contributors are community...
    scikit-learn.org/stable/_sources/governance.rst.txt
    Fri Sep 05 11:59:58 UTC 2025
      10.3K bytes
     
  7. linear_model.rst.txt

    linear_model.Ridge(alpha=.5) >>> reg.fit([[0, 0], [0, 0], [1, 1]], [0,...value. .. math:: \hat{y}(w, x) = w_0 + w_1 x_1 + ... + w_p x_p...
    scikit-learn.org/stable/_sources/modules/linear_model.rst.txt
    Fri Sep 05 11:59:57 UTC 2025
      79K bytes
      9 views
     
  8. about.rst.txt

    utors>`__. Active Core Contributors ---------- Maintainers Team...<contributing>`. Documentation Team .......... The following people...
    scikit-learn.org/stable/_sources/about.rst.txt
    Fri Sep 05 12:00:00 UTC 2025
      18.2K bytes
      4 views
     
  9. grid_search.rst.txt

    [1, 10, 100, 1000], 'gamma': [0.001, 0.0001], 'kernel': ['rbf']},...= [ {'C': [1, 10, 100, 1000], 'kernel': ['linear']}, {'C': [1,...
    scikit-learn.org/stable/_sources/modules/grid_search.rst.txt
    Fri Aug 29 15:59:16 UTC 2025
      33.4K bytes
      2 views
     
  10. preprocessing.rst.txt

    = np.array([[ 1., -1., 2.], ... [ 2., 0., 0.], ... [ 0., 1., -1.]])...1.33 ], [ 1.22, 0. , -0.267], [-1.22, 1.22, -1.06 ]]) .. >>> import...
    scikit-learn.org/stable/_sources/modules/preprocessing.rst.txt
    Fri Sep 05 11:59:58 UTC 2025
      52.9K bytes
     
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