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Test with permutations the significance of a cl...
This example demonstrates the use of permutation_test_score to evaluate the significance of a cross-validated score using permutations. Dataset: We will use the Iris plants dataset, which consists ...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html -
extract_patches_2d — scikit-learn 1.7.0 documen...
Gallery examples: Online learning of a dictionary of parts of faces Image denoising using dictionary learningscikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.extract_patches_2d.html -
sklearn.neural_network — scikit-learn 1.7.0 doc...
Models based on neural networks. User guide. See the Neural network models (supervised) and Neural network models (unsupervised) sections for further details.scikit-learn.org/stable/api/sklearn.neural_network.html -
explained_variance_score — scikit-learn 1.7.0 d...
Skip to main content Back to top Ctrl + K GitHub Choose version explained_variance_score # sklearn.metrics. explained...scikit-learn.org/stable/modules/generated/sklearn.metrics.explained_variance_score.html -
median_absolute_error — scikit-learn 1.7.0 docu...
Gallery examples: Effect of transforming the targets in regression model Common pitfalls in the interpretation of coefficients of linear modelsscikit-learn.org/stable/modules/generated/sklearn.metrics.median_absolute_error.html -
fetch_lfw_people — scikit-learn 1.7.0 documenta...
Gallery examples: Faces recognition example using eigenfaces and SVMsscikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_people.html -
make_column_transformer — scikit-learn 1.7.0 do...
Gallery examples: Categorical Feature Support in Gradient Boosting Combine predictors using stacking Common pitfalls in the interpretation of coefficients of linear models Displaying estimators and...scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_transformer.html -
load_sample_images — scikit-learn 1.7.0 documen...
Skip to main content Back to top Ctrl + K GitHub Choose version load_sample_images # sklearn.datasets. load_sample_im...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_sample_images.html -
Permutation Importance with Multicollinear or C...
In this example, we compute the permutation_importance of the features to a trained RandomForestClassifier using the Breast cancer Wisconsin (diagnostic) dataset. The model can easily get about 97%...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
cross_val_predict — scikit-learn 1.7.0 document...
Gallery examples: Combine predictors using stacking Plotting Cross-Validated Predictionsscikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html