Table 4 Confusion matrices and the related values of \(\log (BF_{10})\) and of different standard metrics for ADHD classification. The confusion matrices considered here are from phenotypic data (PHEN) and from the spatial multiple regression of fMRI resting state (SMR2, SMR5, SMR7). See Sect. 3 and [7] for additional details. The standard metrics are the prediction accuracy (\(PA\)), Matthews correlation coefficient (\(MCC\)), F1-Score (\(F1\)), \(\kappa \)-Statistic and the Youden’s statistic (\(J\))

From: Statistical independence for the evaluation of classifier-based diagnosis