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check_estimator — scikit-learn 1.5.2 documentation
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 -
RandomizedSearchCV — scikit-learn 1.5.2 documen...
param_gamma split0_test_score … rank_test_score ‘rbf’ 0.1 0.80...'split0_test_score' : [ 0.80 , 0.84 , 0.70 ], 'split1_test_score'...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
Poisson regression and non-normal loss — scikit...
df_test = train_test_split ( df , test_size = 0.33 ,...df_test [ "Frequency" ], df_test [ "Frequency" ], df_test [ "Exposure"...scikit-learn.org/stable/auto_examples/linear_model/plot_poisson_regression_non_normal_loss.html -
Version 0.17 — scikit-learn 1.6.dev0 documentation
ShuffleSplit generate train-test folds, respectively similar...option to cross_validation.train_test_split for stratified splitting....scikit-learn.org/dev/whats_new/v0.17.html -
MultiTaskLassoCV — scikit-learn 1.5.2 documenta...
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 -
QuadraticDiscriminantAnalysis — scikit-learn 1....
n_features) Array of samples (test vectors). Returns : C ndarray...classification on an array of test vectors X. The predicted class...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.QuadraticDiscriminantAnal... -
ConfusionMatrixDisplay — scikit-learn 1.5.2 doc...
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.ConfusionMatrixDisplay.html -
CogStack transforms healthcare with Elasticsear...
source version of Elastic to test some early proofs of concept,”...risk to patients “If there is a test that shows an abnormality, CogStack...www.elastic.co/customers/nhs -
SVC — scikit-learn 1.5.2 documentation
n_features) or (n_samples_test, n_samples_train) For kernel=”precomputed”,...expected shape of X is (n_samples_test, n_samples_train). Returns :...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.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