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ensemble.rst.txt
to est >>> mean_squared_error(y_test, est.predict(X_test)) 3.84......train_test_split >>> X_train, X_test, y_train, y_test = train_test_split(X,...scikit-learn.org/stable/_sources/modules/ensemble.rst.txt -
MetaFilter Projects
interactive text adventure A climate-fiction text adventure with...performed a study on myself to test this hypothesis. I lost a modest...projects.metafilter.com -
sklearn.ensemble.ExtraTreesClassifier — scikit-...
max_leaf_nodes in best-first fashion. Best nodes are defined...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
Elastic Enterprise Search: Getting Started with...
results are more relevant when you test Elastic's Learned Sparse Encoder...on unstructured data beyond text, such as videos, images, and...www.elastic.co/getting-started/enterprise-search/search-across-business-systems-and-software -
7.4. Loading other datasets — scikit-learn 1.4....
X_test , y_test = load_svmlight_files (...number of features: >>> X_test , y_test = load_svmlight_file ( ......scikit-learn.org/stable/datasets/loading_other_datasets.html -
1.4. Support Vector Machines — scikit-learn 1.4...
X_test , y_train , y_test = train_test_split ( X ,...examples >>> gram_test = np . dot ( X_test , X_train . T ) >>>...scikit-learn.org/stable/modules/svm.html -
sklearn.ensemble.RandomForestClassifier — sciki...
max_leaf_nodes in best-first fashion. Best nodes are defined...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html -
sklearn.linear_model.LassoLarsIC — scikit-learn...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
sklearn.covariance.MinCovDet — scikit-learn 1.4...
score (X_test[, y]) Compute the log-likelihood of X_test under the...: X_test array-like of shape (n_samples, n_features) Test data...scikit-learn.org/stable/modules/generated/sklearn.covariance.MinCovDet.html -
1.5. Stochastic Gradient Descent — scikit-learn...
SGDClassifier ()) est . fit ( X_train ) est . predict ( X_test ) If your...( X_train ) X_test = scaler . transform ( X_test ) # apply same...scikit-learn.org/stable/modules/sgd.html -
neighbors.rst.txt
X_test, y_train, y_test = train_test_split(X, y, ......>>> print(nca_pipe.score(X_test, y_test)) 0.96190476... .. |nca_classification_1|...scikit-learn.org/stable/_sources/modules/neighbors.rst.txt -
sklearn.isotonic.IsotonicRegression — scikit-le...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
sklearn.ensemble.HistGradientBoostingRegressor ...
>>> est = HistGradientBoosting () . fit ( X , y ) >>> est . score...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
sklearn.compose.TransformedTargetRegressor — sc...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
sklearn.impute.KNNImputer — scikit-learn 1.4.1 ...
missing values at transform/test time. keep_empty_features bool,...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.impute.KNNImputer.html -
sklearn.datasets.load_digits — scikit-learn 1.4...
scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html -
The Telegraph Media Group (TMG) increases Conte...
opportunities for machine learning to test headlines, or find the topics...Group (TMG) is one of the UK's best recognized print and digital...www.elastic.co/customers/telegraph-media-group -
Health News: Disease, Nutrition, Healthcare & M...
www.nbcnews.com/health -
1.11. Ensembles: Gradient boosting, random fore...
train_test_split >>> X_train , X_test , y_train , y_test = train_test_split...mean_squared_error ( y_test , est . predict ( X_test )) 5.00... The figure...scikit-learn.org/stable/modules/ensemble.html -
sklearn.decomposition.MiniBatchSparsePCA — scik...
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.MiniBatchSparsePCA.html