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DistanceMetric — scikit-learn 1.5.0 documentation
the distance must be a true metric: i.e. it must satisfy the following...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
FunctionTransformer — scikit-learn 1.5.0 docume...
then it must take two positional arguments:...names ( input_features ). It must return an array-like of output...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
The Texas A&M University System deploys Elastic...
the cybersecurity team must defend eight state agencies....uncompromised." The A&M System must achieve all this on a tight...www.elastic.co/customers/tamus -
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 -
PoissonRegressor — scikit-learn 1.5.0 documenta...
the design matrix X must have full column rank (no collinearities)....collinearities). Values of alpha must be in the range [0.0, inf) ....scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.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 -
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 -
SGDOneClassSVM — scikit-learn 1.5.0 documentation
Values must be in the range [1, inf) . tol...tol). Defaults to 1e-3. Values must be in the range [0.0, inf) ....scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDOneClassSVM.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 -
Balance model complexity and cross-validated sc...
cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html