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SelectKBest — scikit-learn 1.8.0 documentation
arrays (scores, pvalues) or a single array with scores. Default...feature scores, None if score_func returned only scores. n_features_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
Bulk Retrieval of Search Results
content : Body (excerpt) score : Search score boost : Boost value...) print ( f "Average score: { df [ 'score' ] . mean () } " ) #...fess.codelibs.org/15.5/config/search-scroll.html -
MNIST classification using multinomial logistic...
coef_ == 0 ) * 100 score = clf . score ( X_test , y_test ) #...print ( "Test score with L1 penalty: %.4f " % score ) coef = clf...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_mnist.html -
GradientBoostingRegressor — scikit-learn 1.8.0 ...
Notes The \(R^2\) score used when calling score on a regressor uses...squared error with improvement score by Friedman, “squared_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html -
Pipeline — scikit-learn 1.8.0 documentation
Returns : score float Result of calling score on the final...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.88 >>>...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
Classification of text documents using sparse f...
it is more evident that the scores of the model trained with metadata...time: { test_time : .3 } s" ) score = metrics . accuracy_score (...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
StackingRegressor — scikit-learn 1.8.0 document...
Notes The \(R^2\) score used when calling score on a regressor uses...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.3... fit...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html -
det_curve — scikit-learn 1.8.0 documentation
) Target scores, can either be probability...classifiers). For decision_function scores, values greater than or equal...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
Principal Component Regression vs Partial Least...
We also print the R-squared scores of both estimators, which further...( f "PCR r-squared { pcr . score ( X_test , y_test ) : .3f }...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
SVR — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...(n_samples,) The predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html