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Plot the decision boundaries of a VotingClassif...
Plot the decision boundaries of a VotingClassifier for two features of the Iris dataset. Plot the class probabilities of the first sample in a toy dataset predicted by three different classifiers a...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html -
SGD: Weighted samples — scikit-learn 1.5.2 docu...
Plot decision function of a weighted dataset, where the size of points is proportional to its weight. Total running time of the script:(0 minutes 0.079 seconds) Launch binder Launch JupyterLite Dow...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_weighted_samples.html -
Two-class AdaBoost — scikit-learn 1.5.2 documen...
This example fits an AdaBoosted decision stump on a non-linearly separable classification dataset composed of two “Gaussian quantiles” clusters (see sklearn.datasets.make_gaussian_quantiles) and pl...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
Gaussian Process for Machine Learning — scikit-...
Examples concerning the sklearn.gaussian_process module. Ability of Gaussian process regression (GPR) to estimate data noise-level Comparison of kernel ridge and Gaussian process regression Forecas...scikit-learn.org/stable/auto_examples/gaussian_process/index.html -
SVM Tie Breaking Example — scikit-learn 1.5.2 d...
Tie breaking is costly if decision_function_shape='ovr', and therefore it is not enabled by default. This example illustrates the effect of the break_ties parameter for a multiclass classification ...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
support.rst.txt
this document. .. _documentation_resources: Documentation Resources...This documentation is for |release|. Find documentation for other...scikit-learn.org/stable/_sources/support.rst.txt -
Version 0.17 — scikit-learn 1.7.dev0 documentation
Version 0.17.1: February 18, 2016 Changelog: Bug fixes: Upgrade vendored joblib to version 0.9.4 that fixes an important bug in joblib.Parallel that can silently yield to wrong results when working...scikit-learn.org/dev/whats_new/v0.17.html -
SVM: Weighted samples — scikit-learn 1.5.2 docu...
Plot decision function of a weighted dataset, where the size of points is proportional to its weight. The sample weighting rescales the C parameter, which means that the classifier puts more emphas...scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html -
Approximate nearest neighbors in TSNE — scikit-...
This example presents how to chain KNeighborsTransformer and TSNE in a pipeline. It also shows how to wrap the packages nmslib and pynndescent to replace KNeighborsTransformer and perform approxima...scikit-learn.org/stable/auto_examples/neighbors/approximate_nearest_neighbors.html -
Comparing various online solvers — scikit-learn...
An example showing how different online solvers perform on the hand-written digits dataset., Total running time of the script:(0 minutes 8.259 seconds) Launch binder Launch JupyterLite Download Jup...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_comparison.html