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Probability calibration of classifiers — scikit...
y_test , sw_train , sw_test = train_test_split ( X , y , sample_weight...split train, test for calibration X_train , X_test , y_train ,...scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html -
sklearn.utils.estimator_checks.check_estimator ...
function will run an extensive test-suite for input validation,...own estimator . Additional tests for classifiers, regressors,...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.check_estimator.html -
Normal, Ledoit-Wolf and OAS Linear Discriminant...
for training n_test = 200 # samples for testing n_averages = 50...) X , y = generate_data ( n_test , n_features ) score_clf1 +=...scikit-learn.org/stable/auto_examples/classification/plot_lda.html -
Image denoising using kernel PCA — scikit-learn...
X_test , y_train , y_test = train_test_split ( X ,...0.25 , size = X_test . shape ) X_test_noisy = X_test + noise noise...scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html -
Slashdot: News for nerds, stuff that matters
said that the company is "testing other types of video ad units,...an invocation of the Miller test , which determines non-constitutionally...entertainment.slashdot.org -
Sparsity Example: Fitting only features 1 and 2...
indices ] X_test = X [ - 20 :, indices ] y_train...y_train = y [: - 20 ] y_test = y [ - 20 :] Next we fit a linear...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_3d.html -
sklearn.model_selection.LeavePOut — scikit-lear...
Provides train/test indices to split data in train/test sets. This..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html -
sklearn.datasets.fetch_rcv1 — scikit-learn 1.4....
‘test’ for the test set (781265 samples),...subfolders. subset {‘train’, ‘test’, ‘all’}, default=’all’ Select...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_rcv1.html -
One-Class SVM versus One-Class SVM using Stocha...
size n_error_test = y_pred_test [ y_pred_test == - 1 ] . size...size n_error_test_sgd = y_pred_test_sgd [ y_pred_test_sgd == - 1...scikit-learn.org/stable/auto_examples/linear_model/plot_sgdocsvm_vs_ocsvm.html -
1.10. Decision Trees — scikit-learn 1.4.2 docum...
validate a model using statistical tests. That makes it possible to account...= 0 ) . fit ( X , y ) >>> X_test = np . array ([ np . nan ])...scikit-learn.org/stable/modules/tree.html -
sklearn.datasets.fetch_lfw_pairs — scikit-learn...
‘test’ for the development test set, and ‘10_folds’...Parameters : subset {‘train’, ‘test’, ‘10_folds’}, default=’train’...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html -
sklearn.model_selection.check_cv — scikit-learn...
test) splits as arrays of indices....cross-validator which generates the train/test splits via the split method....scikit-learn.org/stable/modules/generated/sklearn.model_selection.check_cv.html -
Permutation Importance with Multicollinear or C...
X_test , y_train , y_test = train_test_split ( X ,...accuracy on test data: { clf . score ( X_test , y_test ) : .2 }...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Multilabel classification using a classifier ch...
X_test , Y_train , Y_test = train_test_split ( X ,...predict ( X_test ) ovr_jaccard_score = jaccard_score ( Y_test , Y_pred_ovr...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
Crafting a minimal reproducer for scikit-learn ...
the train_test_split X_train , X_test , y_train , y_test = train_test_split...( X_test , y_test ) other_score = gbdt . score ( X_test , y_test...scikit-learn.org/stable/developers/minimal_reproducer.html -
How does Elastic Security drive value to your o...
We start testing and consuming capabilities...as customer zero. We start testing and consuming capabilities...www.elastic.co/blog/how-elastic-security-drive-value-organization -
sklearn.metrics.DetCurveDisplay — scikit-learn ...
X_test , y_train , y_test = train_test_split ( ......X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.DetCurveDisplay.html -
Comparing random forests and the multi-output m...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) y_rf = regr_rf . predict ( X_test ) # Plot the...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Early stopping of Stochastic Gradient Descent —...
y_train ) test_score = estimator . score ( X_test , y_test ) return...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
Column Transformer with Mixed Types — scikit-le...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) : .3f } " ) accuracy of the best model...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html