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Comparing Nearest Neighbors with and without Ne...
An example comparing nearest neighbors classification with and without Neighborhood Components Analysis. It will plot the class decision boundaries given by a Nearest Neighbors classifier when usin...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html -
Detection error tradeoff (DET) curve — scikit-l...
In this example, we compare two binary classification multi-threshold metrics: the Receiver Operating Characteristic (ROC) and the Detection Error Tradeoff (DET). For such purpose, we evaluate two ...scikit-learn.org/stable/auto_examples/model_selection/plot_det.html -
make_hastie_10_2 — scikit-learn 1.7.1 documenta...
Gallery examples: Gradient Boosting regularization Demonstration of multi-metric evaluation on cross_val_score and GridSearchCVscikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
Plotting Learning Curves and Checking Models’ S...
In this example, we show how to use the class LearningCurveDisplay to easily plot learning curves. In addition, we give an interpretation to the learning curves obtained for a naive Bayes and SVM c...scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html -
inplace_csr_column_scale — scikit-learn 1.7.1 d...
Skip to main content Back to top Ctrl + K GitHub Choose version inplace_csr_column_scale # sklearn.utils.sparsefuncs....scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_csr_column_scale.html -
check_is_fitted — scikit-learn 1.7.1 documentation
Gallery examples: Inductive Clustering__sklearn_is_fitted__ as Developer API Metadata Routingscikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_is_fitted.html -
Version 0.17 — scikit-learn 1.7.1 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/stable/whats_new/v0.17.html -
1. Supervised learning — scikit-learn 1.7.1 doc...
Linear Models- Ordinary Least Squares, Ridge regression and classification, Lasso, Multi-task Lasso, Elastic-Net, Multi-task Elastic-Net, Least Angle Regression, LARS Lasso, Orthogonal Matching Pur...scikit-learn.org/stable/supervised_learning.html -
Demo of HDBSCAN clustering algorithm — scikit-l...
In this demo we will take a look at cluster.HDBSCAN from the perspective of generalizing the cluster.DBSCAN algorithm. We’ll compare both algorithms on specific datasets. Finally we’ll evaluate HDB...scikit-learn.org/stable/auto_examples/cluster/plot_hdbscan.html -
Lasso on dense and sparse data — scikit-learn 1...
We show that linear_model.Lasso provides the same results for dense and sparse data and that in the case of sparse data the speed is improved. Comparing the two Lasso implementations on Dense data:...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html