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Decision Tree Regression with AdaBoost — scikit...
A decision tree is boosted using the AdaBoost.R2 1 algorithm on a 1D sinusoidal dataset with a small amount of Gaussian noise. 299 boosts (300 decision trees) is compared with a single decision tre...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_regression.html -
Gaussian Mixture Model Ellipsoids — scikit-lear...
Plot the confidence ellipsoids of a mixture of two Gaussians obtained with Expectation Maximisation ( GaussianMixture class) and Variational Inference ( BayesianGaussianMixture class models with a ...scikit-learn.org/stable/auto_examples/mixture/plot_gmm.html -
6. Dataset transformations — scikit-learn 1.6.1...
scikit-learn provides a library of transformers, which may clean (see Preprocessing data), reduce (see Unsupervised dimensionality reduction), expand (see Kernel Approximation) or generate (see Fea...scikit-learn.org/stable/data_transforms.html -
img_to_graph — scikit-learn 1.6.1 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version img_to_graph # sklearn.feature_extraction.image. img_...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.img_to_graph.html -
Version 0.24 — scikit-learn 1.6.1 documentation
previously didn’t work as documented – or according to reasonable...by Nathan C. . Code and documentation contributors Thanks to everyone...scikit-learn.org/stable/whats_new/v0.24.html -
Post-hoc tuning the cut-off point of decision f...
Documentation for Pipeline i Not fitted...LogisticRegression())]) StandardScaler ? Documentation for StandardScaler StandardScaler()...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html -
Demonstration of k-means assumptions — scikit-l...
the example Clustering text documents using k-means ). In the case...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_assumptions.html -
3.4. Metrics and scoring: quantifying the quali...
estimator can be found in its documentation. Scoring parameter : Model-evaluation...See Classification of text documents using sparse features for...scikit-learn.org/stable/modules/model_evaluation.html -
Release Highlights for scikit-learn 1.2 — sciki...
Documentation for HistGradientBoosting...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_2_0.html -
Fitting an Elastic Net with a precomputed Gram ...
see the documentation for the sample_weight parameter...nbviewer.org. ElasticNet ? Documentation for ElasticNet i Fitted...scikit-learn.org/stable/auto_examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_...