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FeatureHasher — scikit-learn 1.5.0 documentation
Feature values must be (finite) numbers. This class...input_type="string" , the input must be an iterable over iterables...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
ridge_regression — scikit-learn 1.5.0 documenta...
alpha must be a non-negative float i.e....specific to the targets. Hence they must correspond in number. sample_weight...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ridge_regression.html -
trustworthiness — scikit-learn 1.5.0 documentation
the metric is ‘precomputed’ X must be a square distance matrix....If metric is ‘precomputed’, X must be a matrix of pairwise distances...scikit-learn.org/stable/modules/generated/sklearn.manifold.trustworthiness.html -
l1_min_c — scikit-learn 1.5.0 documentation
It must match the fit() method parameter....appended to the instance vector. It must match the fit() method parameter....scikit-learn.org/stable/modules/generated/sklearn.svm.l1_min_c.html -
NeighborhoodComponentsAnalysis — scikit-learn 1...
numpy array n_features_b must match the dimensionality of...passed to fit and n_features_a must be less than or equal to that....scikit-learn.org/stable/modules/generated/sklearn.neighbors.NeighborhoodComponentsAnalysis.html -
Fitting an Elastic Net with a precomputed Gram ...
the design matrix must be centered and then rescaled...with the sample weights, we must first center the design matrix,...scikit-learn.org/stable/auto_examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_... -
check_is_fitted — scikit-learn 1.5.0 documentation
must be fitted before sparsifying”....any of the given attributes must exist. Raises : TypeError If...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_is_fitted.html -
dbscan — scikit-learn 1.5.0 documentation
it must be one of the options allowed...to be a distance matrix and must be square during fit. X may...scikit-learn.org/stable/modules/generated/dbscan-function.html -
SplineTransformer — scikit-learn 1.5.0 document...
Must be larger or equal 2. Ignored...degree of the spline basis. Must be a non-negative integer. knots...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
Poisson regression and non-normal loss — scikit...
mask = y_pred > 0 if ( ~ mask ) . any (): n_masked , n_samples...n_samples = ( ~ mask ) . sum (), mask . shape [ 0 ] print ( "WARNING:...scikit-learn.org/stable/auto_examples/linear_model/plot_poisson_regression_non_normal_loss.html