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MultiOutputRegressor — scikit-learn 1.6.1 docum...
means 1 unless in a joblib.parallel_backend context. -1 means...train or predict, using n_jobs > 1 can result in slower performance...scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputRegressor.html -
MultinomialNB — scikit-learn 1.6.1 documentation
Added in version 1.2. Changed in version 1.4: The default value... MultinomialNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html -
PLSCanonical — scikit-learn 1.6.1 documentation
1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ],...version 1.5: Y is deprecated in 1.5 and will be removed in 1.7. Use...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSCanonical.html -
1.16. Probability calibration — scikit-learn 1....
model [ 4 ] : \[p(y_i = 1 | f_i) = \frac{1}{1 + \exp(A f_i + B)} \,,\]...e.g. using many more features. 1.16.1. Calibration curves # Calibration...scikit-learn.org/stable/modules/calibration.html -
CalibratedClassifierCV — scikit-learn 1.6.1 doc...
means 1 unless in a joblib.parallel_backend context. -1 means...LinearSVC . Added in version 1.2. method {‘sigmoid’, ‘isotonic’},...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
SelfTrainingClassifier — scikit-learn 1.6.1 doc...
since version 1.6: base_estimator was deprecated in 1.6 and will...estimator_ attribute. Added in version 1.6: estimator was added to replace...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.SelfTrainingClassifier.html -
OrthogonalMatchingPursuit — scikit-learn 1.6.1 ...
either set to 10% of n_features or 1, whichever is greater. tol float,...either set to 10% of n_features or 1, whichever is greater. n_features_in_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
ExpSineSquared — scikit-learn 1.6.1 documentation
ExpSineSquared ( length_scale = 1.0 , periodicity = 1.0 , length_scale_bounds...ExpSineSquared ( length_scale = 1 , periodicity = 1 ) >>> gpr = GaussianProcessRegre...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html -
TfidfTransformer — scikit-learn 1.6.1 documenta...
array([[1, 1, 1, 1, 0, 1, 0, 0], [1, 2, 0, 1, 1, 1, 0, 0], [1, 0,...0, 0, 1, 0, 1, 1, 1], [1, 1, 1, 1, 0, 1, 0, 0]]) >>> pipe [ 'tfid'...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfTransformer.html -
HalvingGridSearchCV — scikit-learn 1.6.1 docume...
version 1.5: Xt was deprecated in 1.5 and will be removed in 1.7....means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html