Figure 2.

Performance of RF classifiers using features from different brain regions and demonstration of weak feature robustness

(A) Average AUC scores of RF classifiers for the SCZ/HC classification task in 5-fold cross validation using features extracted from region pairs belonging to the DMN (yellow) and SN (green). The complete results can be found in the Table S5. The full list of region indices/names can be found in Table S2.

(B) The distribution of the Euclidean distances between features extracted from different PLRNN models (blue: distance across participants and repeats; yellow: distance within participants across repeats).