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TunedThresholdClassifierCV — scikit-learn...
means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 On this...scikit-learn.org/stable/modules/generated/sklearn.model_selection.TunedThresholdClassifierCV.html -
ridge_regression — scikit-learn 1.8.0 doc...
0 ] - 1.0 * X [:, 1 ] + 0.1 * rng . standard_normal...>>> coef array([ 1.97, -1., -2.69e-3, -9.27e-4 ]) >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ridge_regression.html -
LassoLarsCV — scikit-learn 1.8.0 document...
means 1 unless in a joblib.parallel_backend context. -1 means...optimization objective for Lasso is: ( 1 / ( 2 * n_samples )) * || y -...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html -
PLSRegression — scikit-learn 1.8.0 docume...
1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ],...intercept_ . Added in version 1.1. n_iter_ list of shape (n_components,)...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSRegression.html -
Feature agglomeration — scikit-learn 1.8....
- 1 )) connectivity = grid_to_graph...images . shape ) plt . figure ( 1 , figsize = ( 4 , 3.5 )) plt ....scikit-learn.org/stable/auto_examples/cluster/plot_digits_agglomeration.html -
check_consistent_length — scikit-learn 1....
check_consistent_length >>> a = [ 1 , 2 , 3 ] >>> b = [ 2...scikit-learn.org/stable/modules/generated/sklearn.utils.check_consistent_length.html -
IsolationForest example — scikit-learn 1....
assigned a ground truth label 1 whereas the outliers (created...numpy.random.uniform ) are assigned the label -1 . import numpy as np from skl...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
mean_gamma_deviance — scikit-learn 1.8.0 ...
1 , 4 ] >>> y_pred = [...mean_gamma_deviance ( y_true , y_pred ) 1.0568... On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_gamma_deviance.html -
2.1. Gaussian mixture models — scikit-lea...
1.1. Gaussian Mixture # The GaussianMixture...models using a finite mixture. 2.1.2.1. The Dirichlet Process # Here...scikit-learn.org/stable/modules/mixture.html -
safe_sparse_dot — scikit-learn 1.8.0 docu...
>>> X = csr_matrix ([[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]])...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.safe_sparse_dot.html