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Utilities for Developers — scikit-learn 1.7.dev...
randomized_svd : compute the k-truncated randomized...randomization to speed up the computations. It is particularly fast...scikit-learn.org/dev/developers/utilities.html -
4.2. Permutation feature importance — scikit-le...
cross-validation) prior to computing importances. Permutation importance...Permutation importances can be computed either on the training set...scikit-learn.org/stable/modules/permutation_importance.html -
BallTree — scikit-learn 1.6.0 documentation
Metric to use for distance computation. Default is “minkowski”,...within distance 0.3 [3 0 1] Compute a gaussian kernel density estimate:...scikit-learn.org/stable/modules/generated/sklearn.neighbors.BallTree.html -
GraphicalLasso — scikit-learn 1.6.0 documentation
machine-precision regularization in the computation of the Cholesky diagonal...are not centered before computation. Useful when working with...scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLasso.html -
Comparing Random Forests and Histogram Gradient...
and 8 features Compute score and computation times # Notice that...models in terms of score and computation time for a regression dataset,...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
f1_score — scikit-learn 1.7.dev0 documentation
zero_division = 'warn' ) [source] # Compute the F1 score, also known as...score for both classes are computed, then averaged or both returned...scikit-learn.org/dev/modules/generated/sklearn.metrics.f1_score.html -
auc — scikit-learn 1.6.0 documentation
y ) [source] # Compute Area Under the Curve (AUC)...given points on a curve. For computing the area under the ROC-curve,...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
paired_distances — scikit-learn 1.6.0 documenta...
[source] # Compute the paired distances between X and Y. Compute the...n_features) Array 1 for distance computation. Y ndarray of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_distances.html -
AdaBoostClassifier — scikit-learn 1.7.dev0 docu...
decision_function ( X ) [source] # Compute the decision function of X...importance of a feature is computed as the (normalized) total...scikit-learn.org/dev/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
MetaTalk
Mod I think a lot of the community doesn't understand how busy...probably be good for mod/community relationships to give a few...metatalk.metafilter.com