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calibration_curve — scikit-learn 1.7.1 document...
1 , 1 , 1 , 1 , 1 ]) >>> y_pred = np . array ([ 0.1 , 0.2...positive class. Added in version 1.1. n_bins int, default=5 Number...scikit-learn.org/stable/modules/generated/sklearn.calibration.calibration_curve.html -
ndcg_score — scikit-learn 1.7.1 documentation
1.1 , 1. , .5 , .0 ]]) >>> ndcg_score...scores = np . asarray ([[ 1 , 0 , 0 , 0 , 1 ]]) >>> # by default ties...scikit-learn.org/stable/modules/generated/sklearn.metrics.ndcg_score.html -
sigmoid_kernel — scikit-learn 1.7.1 documentation
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0 ]] >>>...defaults to 1.0 / n_features. coef0 float, default=1 Constant offset...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.sigmoid_kernel.html -
Custom refit strategy of a grid search with cro...
precision: 1.000 (±0.000), recall: 0.854 (±0.063), for {'C': 1, 'gamma':...precision: 1.000 (±0.000), recall: 0.257 (±0.061), for {'C': 1, 'gamma':...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
Comparison between grid search and successive h...
1e-1 , 1e-2 , 1e-3 , 1e-4 , 1e-5 , 1e-6 , 1e-7 ] Cs = [ 1 , 10...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Probability calibration of classifiers — scikit...
51 )[ 1 :: 2 ], y_test [ order ] . reshape ( 25 , - 1 ) . mean...] = 0 y [ n_samples // 2 :] = 1 sample_weight = np . random ....scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html -
permutation_importance — scikit-learn 1.7.1 doc...
permutation_importance >>> X = [[ 1 , 9 , 9 ],[ 1 , 9 , 9 ],[ 1 , 9 , 9 ], ... [...],[ 0 , 9 , 9 ]] >>> y = [ 1 , 1 , 1 , 0 , 0 , 0 ] >>> clf = LogisticRegression...scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html -
Probabilistic predictions with Gaussian process...
875 Accuracy: 1.000 (initial) 1.000 (optimized) Log-loss:...GaussianProcessClass ( kernel = 1.0 * RBF ( length_scale = 1.0 ), optimizer =...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc.html -
12. Dispatching — scikit-learn 1.7.1 documentation
1. Array API support (experimental) 12.1.1. Example...usage 12.1.2. Support for Array API -compatible inputs 12.1.3. Input...scikit-learn.org/stable/dispatching.html -
5. Inspection — scikit-learn 1.7.1 documentation
1.1. Partial dependence plots 5.1.2. Individual...expectation (ICE) plot 5.1.3. Mathematical Definition 5.1.4. Computation...scikit-learn.org/stable/inspection.html