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dcg_score — scikit-learn 1.7.1 documentation
Systems (TOIS), 20(4), 422-446. Wang, Y., Wang, L., Li, Y., He, D.,...D., Chen, W., & Liu, T. Y. (2013, May). A theoretical analysis...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html -
matthews_corrcoef — scikit-learn 1.7.1 document...
= [ + 1 , + 1 , + 1 , - 1 ] >>> y_pred = [ + 1 , - 1 , + 1 , +...+ 1 ] >>> matthews_corrcoef ( y_true , y_pred ) -0.33 On this...scikit-learn.org/stable/modules/generated/sklearn.metrics.matthews_corrcoef.html -
zero_one_loss — scikit-learn 1.7.1 documentation
zero_one_loss ( np . array ([[ 0 , 1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...[ 2 , 2 , 3 , 4 ] >>> zero_one_loss ( y_true , y_pred ) 0.25 >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html -
RobustScaler — scikit-learn 1.7.1 documentation
, 2. ], ... [ - 2. , 1. , 3. ], ... [ 4. , 1. , - 2. ]] >>> transformer...transformer . transform ( X ) array([[ 0. , -2. , 0. ], [-1. , 0. , 0.4],...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.RobustScaler.html -
CalibrationDisplay — scikit-learn 1.7.1 documen...
CalibrationDisplay ( prob_true , prob_pred , y_prob ) >>> disp . plot () <...>...from_estimator ( estimator , X , y , * , n_bins = 5 , strategy = 'uniform'...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html -
permutation_test_score — scikit-learn 1.7.1 doc...
permutation_test_score ( ... estimator , X , y , random_state = 0 ... ) >>> print...instead. E.g.: permutation_test_score(..., params={'groups': groups})...scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html -
mean_shift — scikit-learn 1.7.1 documentation
], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7 ], [ 3 , 5 ], [ 3 , 6 ]])...>>> labels array([1, 1, 1, 0, 0, 0]) On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.cluster.mean_shift.html -
make_biclusters — scikit-learn 1.7.1 documentation
shape (10, 20) >>> rows . shape (2, 10) >>> cols . shape (2, 20) Gallery...biclustering. References [ 1 ] Dhillon, I. S. (2001, August). Co-clustering...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html -
gen_batches — scikit-learn 1.7.1 documentation
list ( gen_batches ( 7 , 3 )) [slice(0, 3, None), slice(3, 6, None),...3 , min_batch_size = 0 )) [slice(0, 3, None), slice(3, 6, None),...scikit-learn.org/stable/modules/generated/sklearn.utils.gen_batches.html -
is_outlier_detector — scikit-learn 1.7.1 docume...
sklearn.base. is_outlier_detector ( estimator ) [source] # Return True...given estimator is (probably) an outlier detector. Parameters : estimator...scikit-learn.org/stable/modules/generated/sklearn.base.is_outlier_detector.html