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Examples of Using FrozenEstimator — scikit-lear...
same three data points: [1 1 1] Now imagine you’d want to set...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Probability...scikit-learn.org/stable/auto_examples/frozen/plot_frozen_examples.html -
Comparison of Calibration of Classifiers — scik...
1 ) proba_neg_class = 1 - proba_pos_class proba...[( 2 , 0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 , 1 )] for i , ( _ , name...scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html -
EllipticEnvelope — scikit-learn 1.6.1 documenta...
n_features + 1) / 2 * n_samples . Range is (0, 1). contamination...>>> # predict returns 1 for an inlier and -1 for an outlier >>>...scikit-learn.org/stable/modules/generated/sklearn.covariance.EllipticEnvelope.html -
make_pipeline — scikit-learn 1.6.1 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release...scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_pipeline.html -
RFE — scikit-learn 1.6.1 documentation
ranking_ array([1, 1, 1, 1, 1, 6, 4, 3, 2, 5]) property...float, default=1 If greater than or equal to 1, then step corresponds...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
1.8. Cross decomposition — scikit-learn 1.6.1 d...
CCA and PLSSVD 1.8.1. PLSCanonical # We here describe...as follows: Set \(X_1\) to \(X\) and \(Y_1\) to \(Y\) . Then,...scikit-learn.org/stable/modules/cross_decomposition.html -
fetch_rcv1 — scikit-learn 1.6.1 documentation
Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load the RCV1 multilabel...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_rcv1.html -
Orthogonal Matching Pursuit — scikit-learn 1.6....
1 , 1 ) plt . xlim ( 0 , 512 ) plt...make_sparse_coded_signal ( n_samples = 1 , n_components = n_components...scikit-learn.org/stable/auto_examples/linear_model/plot_omp.html -
BayesianGaussianMixture — scikit-learn 1.6.1 do...
array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 4 , 2 ], [...mixtures”. Bayesian analysis 1.1 Examples >>> import numpy as...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
KFold — scikit-learn 1.6.1 documentation
3] Test: index=[0 1] Fold 1: Train: index=[0 1] Test: index=[2...X = np . array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]])...scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html