Fig. 1: Summary of the prediction pipelines used in this study.
From: Data leakage inflates prediction performance in connectome-based machine learning models
The various forms of leakage that may occur are shown in orange. Feature leakage, leaky site correction, leaky covariate regression, and subject leakage may occur prior to splitting the data into training and test sets. Family leakage may occur during the splitting of data.
