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Dimensionality Reduction with Neighborhood Comp...
train/test X_train , X_test , y_train , y_test = train_test_split...( model . transform ( X_test ), y_test ) # Embed the data set...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_dim_reduction.html -
AdaBoostClassifier — scikit-learn 1.5.2 documen...
achieving a lower test error with fewer boosting iterations....the mean accuracy on the given test data and labels. In multi-label...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
pairwise_distances_chunked — scikit-learn 1.5.2...
working_memory = 0 ) >>> next ( gen ) [array([0, 3])] >>> next ( gen ) [array([0,...rand ( 5 , 3 ) >>> D_chunk = next ( pairwise_distances_chunked...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_chunked.html -
Robust linear estimator fitting — scikit-learn ...
sin ( X_test ) X_test = X_test [:, np . newaxis ] y_errors...newaxis ] X_test = np . random . normal ( size = 200 ) y_test = np ....scikit-learn.org/stable/auto_examples/linear_model/plot_robust_fit.html -
Scalable learning with polynomial kernel approx...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , train_size = 5_000 , test_size = 10_000...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
Installing scikit-learn — scikit-learn 1.5.2 do...
2 tests pytest-cov 2.9.0 tests ruff 0.2.1 tests black 24.3.0...24.3.0 tests mypy 1.9 tests pyamg 4.0.0 tests polars 0.20.30 docs,...scikit-learn.org/stable/install.html -
validation_curve — scikit-learn 1.5.2 documenta...
print ( f "The average test accuracy is { test_scores . mean () :...curve. Determine training and test scores for varying parameter...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
Trust Center - Frequently Asked Questions | Ela...
and services that have been tested in a real production environment...dependencies . Are penetration tests performed against the product?...www.elastic.co/trust/faq -
ExtraTreesRegressor — scikit-learn 1.5.2 docume...
X_test , y_train , y_test = train_test_split ( ......y_train ) >>> reg . score ( X_test , y_test ) 0.2727... apply ( X )...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
LearningCurveDisplay — scikit-learn 1.5.2 docum...
test_scores = test_scores , score_name =...train_sizes , train_scores , test_scores , score_name = None )...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html