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sklearn.utils — scikit-learn 1.6.dev0 documenta...
murmurhash3_32 Compute the 32bit murmurhash3 of key...class labels. class_weight.compute_class_weight Estimate class...scikit-learn.org/dev/api/sklearn.utils.html -
Lasso and Elastic Net — scikit-learn 1.5.0 docu...
Computing regularization path using...using the lasso... Computing regularization path using the positive...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_coordinate_descent_path.html -
GraphicalLassoCV — scikit-learn 1.5.0 documenta...
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.GraphicalLassoCV.html -
GaussianRandomProjection — scikit-learn 1.5.0 d...
only computed if compute_inverse_components is...= 'auto' , * , eps = 0.1 , compute_inverse_components = False...scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html -
non_negative_factorization — scikit-learn 1.5.0...
communications and computer sciences 92.3: 708-721,...shuffle = False ) [source] # Compute Non-negative Matrix Factorization...scikit-learn.org/stable/modules/generated/sklearn.decomposition.non_negative_factorization.html -
Statistical comparison of models using grid sea...
underestimating the variance computed in our statistical tests,...could run a paired t-test and compute the p-value. This is also known...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
IncrementalPCA — scikit-learn 1.5.0 documentation
The computational overhead of each SVD is...n_samples / batch_size SVD computations to get the principal components,...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
PartialDependenceDisplay — scikit-learn 1.5.0 d...
to use to compute the partial dependences. Computation is parallelized...for which the PDPs should be computed. Note that for binary classification,...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
accuracy_score — scikit-learn 1.5.0 documentation
this function computes subset accuracy: the set of...also balanced_accuracy_score Compute the balanced accuracy to deal...scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html -
NearestNeighbors — scikit-learn 1.5.0 documenta...
default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html