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RBF SVM parameters — scikit-learn 1.8.0 documen...
1 , 1e2 ] gamma_2d_range = [ 1e-1 , 1 , 1e1 ] classifiers...{'C': np.float64(1.0), 'gamma': np.float64(0.1)} with a score of...scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html -
load_wine — scikit-learn 1.8.0 documentation
1, 2]) >>> list ( data . target_names...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_wine.html -
load_breast_cancer — scikit-learn 1.8.0 documen...
1, 0]) >>> list ( data . target_names...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
FeatureHasher and DictVectorizer Comparison — s...
{'that': 1, 'is': 2, 'one': 2, 'example': 1, 'but': 1, 'this':...'this': 1, 'another': 1}) Observe in particular that the repeated token...scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html -
fetch_20newsgroups_vectorized — scikit-learn 1....
Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load and vectorize...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups_vectorized.html -
LearningCurveDisplay — scikit-learn 1.8.0 docum...
1, 0.33, 0.55, 0.78, 1.]) , cv = None , scoring...(n_ticks,), default=np.linspace(0.1, 1.0, 5) Relative or absolute numbers...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html -
cross_val_score — scikit-learn 1.8.0 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 SVM-Anova:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html -
assert_all_finite — scikit-learn 1.8.0 document...
array ([ 1 , np . inf , np . nan , 4 ]) >>>...scikit-learn.org/stable/modules/generated/sklearn.utils.assert_all_finite.html -
plot_tree — scikit-learn 1.8.0 documentation
“x[1]”, …). class_names array-like...scikit-learn.org/stable/modules/generated/sklearn.tree.plot_tree.html -
cross_val_predict — scikit-learn 1.8.0 document...
means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.4: groups can only be passed if...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html