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  1. balanced_accuracy_score — scikit-learn 1....

    [ 2 ] John. D. Kelleher, Brian Mac...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. Multi-class AdaBoosted Decision Trees — s...

    class (quantiles of the \(\chi^2\) distribution). from sklearn.datasets...1 ) We split the dataset into 2 sets: 70 percent of the samples...
    scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_multiclass.html
    Fri Dec 05 17:52:55 GMT 2025
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  3. SparsePCA — scikit-learn 1.7.2 documentation

    2. Parameters : X ndarray of shape...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparsePCA.html
    Fri Dec 05 17:52:55 GMT 2025
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  4. SVM: Maximum margin separating hyperplane &#821...

    centers = 2 , random_state = 6 ) # fit the...
    scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane.html
    Fri Dec 05 17:52:55 GMT 2025
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  5. Install IBM Cloud Pak for Data 5.2 on Red Hat O...

    2.0/cpd-cli-ppc64le-EE-14.2.0.tgz tar -xzvf ...cpd-cli-ppc64le-EE-14.2.0.tgz mv cpd-cli-ppc64le-EE-14.2.0*/* . rm -rf...
    developer.ibm.com/tutorials/install-cpd-4-on-ocp-48-on-powervs/
    Mon Dec 08 12:08:10 GMT 2025
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  6. Plot the decision surfaces of ensembles of tree...

    2 , w_pad = 0.2 , pad = 2.5 ) plt . show ()...pair in ([ 0 , 1 ], [ 0 , 2 ], [ 2 , 3 ]): for model in models...
    scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html
    Fri Dec 05 17:52:54 GMT 2025
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  7. Post-tuning the decision threshold for cost-sen...

    # (2) in Elkan paper [2]_. gain_matrix = np...metric" , ) axs [ 2 ] . legend () axs [ 2 ] . set_xlabel ( "Decision...
    scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html
    Fri Dec 05 17:52:55 GMT 2025
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  8. Comparison of LDA and PCA 2D projection of Iris...

    the different samples on the 2 first principal components. Linear...target_names pca = PCA ( n_components = 2 ) X_r = pca . fit ( X ) . transform...
    scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_lda.html
    Fri Dec 05 17:52:54 GMT 2025
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  9. t-SNE: The effect of various perplexity values ...

    2 sec S-curve, perplexity=50 in...n_samples = 150 n_components = 2 ( fig , subplots ) = plt . subplots...
    scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html
    Fri Dec 05 17:52:55 GMT 2025
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  10. Illustration of Gaussian process classification...

    2 ) Y = np . logical_xor ( X [:,...DotProduct ( sigma_0 = 1.0 ) ** 2 ] for i , kernel in enumerate...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_xor.html
    Fri Dec 05 17:52:54 GMT 2025
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