Fig. 3: Prediction performance in HCPD of leaky feature selection, compared to the gold standard.
From: Data leakage inflates prediction performance in connectome-based machine learning models
Rows represent different leakage types, and columns show different phenotypes. The black bar represents the median performance of the gold standard models across random iterations, and the histograms show prediction performance across 100 iterations of 5-fold cross-validation. See also Supplementary Fig. 1. HCPD Human Connectome Project Development.
