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1.7. Gaussian Processes — scikit-learn 1.7.1 do...
= noise\_level \text{ if } x_i == x_j \text{ else } 0\] 1.7.4.2....probabilistic classification, where test predictions take the form of...scikit-learn.org/stable/modules/gaussian_process.html -
RandomForestRegressor — scikit-learn 1.7.1 docu...
max_leaf_nodes in best-first fashion. Best nodes are defined...coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html -
Classification of text documents using sparse f...
predict ( X_test ) test_time = time () - t0 print ( f "test time: {..., ) data_test = fetch_20newsgroups ( subset = "test" , categories...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
Out-of-core classification of text documents — ...
- tick test_stats [ "n_test" ] += len ( y_test ) test_stats [...%(n_test)6d test docs ( %(n_test_pos)6d positive) " % test_stats...scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html -
ChatGPT and Elasticsearch: OpenAI meets private...
the full body text, those larger bodies of text may need to be...click Continue again at the Test stage. Click Create Pipeline...www.elastic.co/search-labs/blog/chatgpt-elasticsearch-openai-meets-private-data -
Ghislaine Maxwell's transfer to cushy prison ca...
“It doesn’t pass the smell test.” Robert Hood, a former Bureau...Maxwell was moved there. “The best I can say is there is some kind...www.nbcnews.com/news/us-news/ghislaine-maxwells-transfer-cushy-prison-camp-travesty-justice-ex-bo... -
Semi-supervised Classification on a Text Datase...
X_test , y_train , y_test = train_test_split ( X ,..., X_train , y_train , X_test , y_test ): print ( "Number of training...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
MiniBatchDictionaryLearning — scikit-learn 1.7....
n_features) Test data to be transformed, must...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
GammaRegressor — scikit-learn 1.7.1 documentation
n_features) Test samples. y array-like of shape...is averaged by sample_weight. Best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.linear_model.GammaRegressor.html -
DecisionTreeClassifier — scikit-learn 1.7.1 doc...
splitter {“best”, “random”}, default=”best” The strategy used...Supported strategies are “best” to choose the best split and “random”...scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html