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  1. BayesianRidge — scikit-learn 1.8.0 docume...

    [ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge() >>>...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html
    Mon Jan 19 11:28:23 GMT 2026
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  2. Plot the decision surface of decision trees tra...

    2 ], [ 0 , 3 ], [ 1 , 2 ], [ 1 , 3 ], [ 2 , 3 ]]): #...boundary ax = plt . subplot ( 2 , 3 , pairidx + 1 ) plt . tight_layout...
    scikit-learn.org/stable/auto_examples/tree/plot_iris_dtc.html
    Mon Jan 19 11:28:23 GMT 2026
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  3. sort_graph_by_row_values — scikit-learn 1...

    2. ], ... [ 1. , 2. , 0. ]]) >>>.... data array([3., 1., 3., 2., 1., 2.]) >>> X_ = sort...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.sort_graph_by_row_values.html
    Mon Jan 19 11:28:25 GMT 2026
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  4. Cluster analysis in R - IBM Developer

    diag( 2 ) * c( 2 , 1 ))) %>% mutate( class...diag( 2 ) * c( 1 , 3 ))) %>% mutate( class =factor( 2 )) cluster3...
    developer.ibm.com/tutorials/awb-cluster-analysis-in-r/
    Mon Jan 19 11:58:53 GMT 2026
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  5. compute_optics_graph — scikit-learn 1.8.0...

    2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8...samples (rounded to be at least 2). max_eps float, default=np.inf...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html
    Mon Jan 19 11:28:25 GMT 2026
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  6. Single estimator versus bagging: bias-variance ...

    - ( x ** 2 )) + 1.5 * np . exp ( - (( x - 2 ) ** 2 )) def generate...{0} : {1:.4f} (error) = {2:.4f} (bias^2) " " + {3:.4f}...
    scikit-learn.org/stable/auto_examples/ensemble/plot_bias_variance.html
    Mon Jan 19 11:28:24 GMT 2026
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  7. Comparison of kernel ridge and Gaussian process...

    period of this sine is thus \(2 \pi\) . We will reuse this information..."True signal" , linewidth = 2 ) plt . scatter ( training_data...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_compare_gpr_krr.html
    Mon Jan 19 11:28:23 GMT 2026
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  8. auc — scikit-learn 1.8.0 documentation

    2 , 2 ]) >>> y_score = np...y_true , y_score , pos_label = 2 ) >>> metrics . auc (...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html
    Mon Jan 19 11:28:25 GMT 2026
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  9. IsolationForest example — scikit-learn 1....

    2 ) @ covariance + np . array ([ 2 , 2 ]) # general...randn ( n_samples , 2 ) + np . array ([ - 2 , - 2 ]) # spherical outliers...
    scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html
    Mon Jan 19 11:28:24 GMT 2026
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  10. OneVsOneClassifier — scikit-learn 1.8.0 d...

    X_test [: 10 ]) array([2, 1, 0, 2, 0, 2, 0, 1, 1, 1]) decision_function...n_classes * (n_classes - 1) / 2 classifiers, this method is usually...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html
    Mon Jan 19 11:28:24 GMT 2026
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