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Scalable learning with polynomial kernel approx...
selection Gallery generated by Sphinx-Gallery On this page This Page...on the original features and print the accuracy. We also measure...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
Simple 1D Kernel Density Estimation — scikit-le...
samples Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/neighbors/plot_kde_1d.html -
Vector Quantization Example — scikit-learn 1.7....
regions Gallery generated by Sphinx-Gallery On this page This Page...raccoon_face = face ( gray = True ) print ( f "The dimension of the image...scikit-learn.org/stable/auto_examples/cluster/plot_face_compress.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
covariances Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
Inductive Clustering — scikit-learn 1.7.1 docum...
datasets Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html -
Univariate Feature Selection — scikit-learn 1.7...
ANOVA SVM Gallery generated by Sphinx-Gallery On this page This Page.... fit ( X_train , y_train ) print ( "Classification accuracy without...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html -
Decision boundary of semi-supervised classifier...
dataset Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_versus_svm_iris.html -
feeds.b60160f146ec8b6194bc.css
xs-flex-shrink-0{-ms-flex-negative:0 !important;flex-shrink:0 !i...!important}.xs-flex-shrink-1{-ms-flex-negative:1 !important;flex-shrink:1 !i...www.buzzfeed.com/static-assets/css/feeds.b60160f146ec8b6194bc.css -
9.2. Computational Performance — scikit-learn 1...
SKLEARN_ASSUME_FINITE to a non-empty string before importing scikit-learn,...shape [ 0 ] * X . shape [ 1 ]) print ( "input sparsity ratio:" ,...scikit-learn.org/stable/computing/computational_performance.html -
GaussianNB — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. var_...( X , Y ) GaussianNB() >>> print ( clf . predict ([[ - 0.8 ,...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html -
LinearSVR — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. n_iter_...LinearSVR(random_state=0, tol=1e-05))]) >>> print ( regr . named_steps [ 'linearsvr'...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html -
IsolationForest — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. See...scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
BernoulliNB — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. See...( X , Y ) BernoulliNB() >>> print ( clf . predict ( X [ 2 : 3...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html -
Test with permutations the significance of a cl...
iris dataset (where there’s a strong relationship between features...Incremental PCA Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html -
Comparing randomized search and grid search for...
candidates : print ( "Model with rank: {0} " . format ( i )) print ( "Mean...methods Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
Feature importances with a forest of trees — sc...
22 Gallery generated by Sphinx-Gallery On this page This Page...time . time () - start_time print ( f "Elapsed time to compute...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Swiss Roll And Swiss-Hole Reduction — scikit-le...
sphere Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html -
Multi-dimensional scaling — scikit-learn 1.7.1 ...
sphere Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/manifold/plot_mds.html -
Novelty detection with Local Outlier Factor (LO...
Descent Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Outlier detection on a real data set — scikit-l...
estimate Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/applications/plot_outlier_detection_wine.html