2026-10-11T19:38:28Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33958077 2026-09-21T17:51:33Z category_4 category_7 category_12 category_13 category_15 category_21 category_931 category_811 category_62 category_64 category_132 category_134 portal_5 item_type_3 month_year_09_2026

<p>Combined out-of-fold predictions, part 2.</p> Raed M. Ennab (17251966) Biochemistry Medicine Cell Biology Genetics Neuroscience Biotechnology Information Systems not elsewhere classified Mathematical Sciences not elsewhere classified Marine Biology Cancer Infectious Diseases Virology large synthetic heart fitted within outer controlled benchmark rather train &# 8211 000017 &# 8211 row test set controlled validation framework cannot establish performance calibration intercepts ranged fold outer splits duplicated feature profiles marginally higher auroc regularized logistic regression test feature &# 8722 validation optimism external performance duplicated identifiers calibration intercept regression preprocessing logistic regression xlink "> training data secondary measures reproducible benchmarking principal contribution primary measure outcome prevalence outcome labels one leakage novel algorithm mean optimism learning classifiers fully rerunnable four machine fold variability clinical populations brier scores brier score boosting models average precision 13 predictors <p>Gzip-compressed CSV containing the second half of the 630,000 training observations, outcomes, saved outer folds, and predictions from all four models.</p> <p>(GZ)</p> 2026-09-21T17:51:24Z Dataset Dataset 10.1371/journal.pone.0354304.s006 https://figshare.com/articles/dataset/_p_Combined_out-of-fold_predictions_part_2_p_/33958077 CC BY 4.0