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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 -
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 -
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 -
Column Transformer with Heterogeneous Data Sour...
) X_test , y_test = fetch_20newsgroups ( random_state...body = text . partition ( " \n\n " ) # store body text in second...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
IsolationForest example — scikit-learn 1.4.2 do...
X_test , y_train , y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split n_samples , n_outliers...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
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 -
Varying regularization in Multi-layer Perceptro...
training and test part X_train , X_test , y_train , y_test = train_test_split...and testing points ax . scatter ( X_test [:, 0 ], X_test [:,...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_alpha.html -
Restricted Boltzmann Machine features for digit...
X_test , Y_train , Y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split from sklearn.preprocessing...scikit-learn.org/stable/auto_examples/neural_networks/plot_rbm_logistic_classification.html -
sklearn.preprocessing.power_transform — scikit-...
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.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.tree.ExtraTreeRegressor — scikit-learn ...
X_test , y_train , y_test = train_test_split ( ......y_train ) >>> reg . score ( X_test , y_test ) 0.33... Methods apply...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
Recognizing hand-written digits — scikit-learn ...
and 50% test subsets X_train , X_test , y_train , y_test = train_test_split...train_test_split ( data , digits . target , test_size = 0.5 , shuffle...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.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 -
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 -
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 -
Probabilistic predictions with Gaussian process...
according to the log-loss on test data. The figure shows that...train_size :], c = "g" , label = "Test data" , edgecolors = ( 0 , 0...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc.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 -
sklearn.set_config — scikit-learn 1.4.2 documen...
If ‘text’, estimators will be displayed as text. Default...for easier benchmarking and testing of scikit-learn internals....scikit-learn.org/stable/modules/generated/sklearn.set_config.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 -
Species distribution modeling — scikit-learn 1....
"ascii" ) points = dict ( test = test , train = train ) for label...species . pts_test [ "dd long" ], species . pts_test [ "dd lat"...scikit-learn.org/stable/auto_examples/applications/plot_species_distribution_modeling.html