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DummyClassifier — scikit-learn 1.7.2 docu...
score ( X , y ) 0.75 fit ( X , y ,...arithmetically, for each output. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html -
Semi-supervised Classification on a Text Datase...
training set: 0 Micro-averaged F1 score on test set: 0.885 ----------...training set: 0 Micro-averaged F1 score on test set: 0.773 ----------...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
ClassifierMixin — scikit-learn 1.7.2 docu...
score ( X , y ) 0.66... score ( X , y , sample_weight...through the estimator_type tag; score method that default to accuracy_score...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html -
plot_hgbt_regression.zip
training if the validation score does not # improve (or degrades)..."categorical_features": None, "scoring": "neg_root_mean_squared_error",...scikit-learn.org/stable/_downloads/ef504a3cb245a55fde178198c8218b4a/plot_hgbt_regression.zip -
TweedieRegressor — scikit-learn 1.7.2 doc...
score ( X , y ) np.float64(0.839)...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
fowlkes_mallows_score — scikit-learn 1.7....
Returns : score float The resulting Fowlkes-Mallows score. References...but not in labels_pred ). The score ranges from 0 to 1. A high value...scikit-learn.org/stable/modules/generated/sklearn.metrics.fowlkes_mallows_score.html -
plot_hgbt_regression.py
training if the validation score does not # improve (or degrades)..."categorical_features": None, "scoring": "neg_root_mean_squared_error",...scikit-learn.org/stable/_downloads/d108f2283ac3905eb623b32d42217a2b/plot_hgbt_regression.py -
Effect of varying threshold for self-training &...
scores . mean ( axis = 1 ), yerr = scores . std ( axis...append ( x_values , 0.99999 ) scores = np . empty (( x_values ....scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
classification_report — scikit-learn 1.7....
F1 score for each class. Dictionary returned...'recall' : 1.0 , 'f1-score' : 0.67 , 'support'...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
Visualization of MLP weights on MNIST — s...
05534985 Training set score: 0.986429 Test set score: 0.953061 # Authors:..."Training set score: %f " % mlp . score ( X_train , y_train...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html