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Results 661 - 670 of 3,423 for document (3.34 seconds)

  1. Plot the decision surfaces of ensembles of tree...

    Plot the decision surfaces of forests of randomized trees trained on pairs of features of the iris dataset. This plot compares the decision surfaces learned by a decision tree classifier (first col...
    scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. Illustration of Gaussian process classification...

    This example illustrates GPC on XOR data. Compared are a stationary, isotropic kernel (RBF) and a non-stationary kernel (DotProduct). On this particular dataset, the DotProduct kernel obtains consi...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_xor.html
    Fri Dec 05 17:52:54 GMT 2025
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  3. t-SNE: The effect of various perplexity values ...

    An illustration of t-SNE on the two concentric circles and the S-curve datasets for different perplexity values. We observe a tendency towards clearer shapes as the perplexity value increases. The ...
    scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html
    Fri Dec 05 17:52:55 GMT 2025
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  4. Probability Calibration for 3-class classificat...

    Documentation for RandomForestClassifi...CalibratedClassifier ? Documentation for CalibratedClassifier...
    scikit-learn.org/stable/auto_examples/calibration/plot_calibration_multiclass.html
    Fri Dec 05 17:52:54 GMT 2025
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  5. Evaluation of outlier detection estimators &#82...

    constraints of the scikit-learn documentation, the sample size of some...refer to their respective documentation for more details. Note that...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. Custom refit strategy of a grid search with cro...

    Documentation for GridSearchCV i Fitted...SVC(C=1000, gamma=0.001) SVC ? Documentation for SVC Parameters C ...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html
    Fri Dec 05 17:52:55 GMT 2025
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  7. 8.2. Real world datasets — scikit-learn 1...

    would not generalize to other documents that aren’t from this window...example Classification of text documents using sparse features shuffles...
    scikit-learn.org/stable/datasets/real_world.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. Demonstration of multi-metric evaluation on cro...

    Multiple metric parameter search can be done by setting the scoring parameter to a list of metric scorer names or a dict mapping the scorer names to the scorer callables. The scores of all the scor...
    scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html
    Fri Dec 05 17:52:54 GMT 2025
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  9. Lasso, Lasso-LARS, and Elastic Net paths &#8212...

    This example shows how to compute the “paths” of coefficients along the Lasso, Lasso-LARS, and Elastic Net regularization paths. In other words, it shows the relationship between the regularization...
    scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lasso_lars_elasticnet_path.html
    Fri Dec 05 17:52:55 GMT 2025
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  10. HuberRegressor vs Ridge on dataset with strong ...

    Fit Ridge and HuberRegressor on a dataset with outliers. The example shows that the predictions in ridge are strongly influenced by the outliers present in the dataset. The Huber regressor is less ...
    scikit-learn.org/stable/auto_examples/linear_model/plot_huber_vs_ridge.html
    Fri Dec 05 17:52:54 GMT 2025
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