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sklearn.datasets.load_svmlight_files — scikit-l...
matrix X_test, it is essential that X_train and X_test have the...features (X_train.shape[1] == X_test.shape[1]). This may not be the...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.html -
Utilities for Developers — scikit-learn 1.4.2 d...
Sparse Matrices Graph Routines Testing Functions Multiclass and multilabel...repeatability issues in unit tests. Instead, a numpy.random.RandomState...scikit-learn.org/stable/developers/utilities.html -
Isotonic Regression — scikit-learn 1.4.2 docume...
plot ( x_test , ir . predict ( x_test ), "C1-" ) ax1 ....noisy data (n= %d )" % n ) x_test = np . linspace ( - 10 , 110...scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html -
6.4. Imputation of missing values — scikit-lear...
X_test , y_train , _ = train_test_split ( X , y , test_size...SimpleImputer(missing_values=-1) >>> X_test = sp . csc_matrix ([[ - 1 ,...scikit-learn.org/stable/modules/impute.html -
Model Complexity Influence — scikit-learn 1.4.2...
X_test , y_train , y_test = train_test_split ( X ,...X_train , "X_test" : X_test , "y_train" : y_train , "y_test" : y_test...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
sklearn.linear_model.MultiTaskLassoCV — scikit-...
test) splits as arrays of indices....n_folds) Mean square error for the test set on each fold, varying alpha....scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLassoCV.html -
Getting Started — scikit-learn 1.4.2 documentation
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/getting_started.html -
Successive Halving Iterations — scikit-learn 1....
The best candidate is the candidate that has the best score..."params_str" , values = "mean_test_score" ) ax = mean_scores ....scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
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 -
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 -
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 -
sklearn.linear_model.LarsCV — scikit-learn 1.4....
test) splits as arrays of indices....shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.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 -
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 -
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.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 -
4.2. Permutation feature importance — scikit-le...
model_selection import train_test_split >>> from sklearn.linear_model...X_val , y_train , y_val = train_test_split ( ... diabetes . data...scikit-learn.org/stable/modules/permutation_importance.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