Table 3 Classification accuracies and standard deviations of the 5 model architectures on the whole dataset (i.e. only SL).

From: Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks

 

DNN

DNN (DH)

EDC

SHRED

SHRED-II

SHRED-III

Whole dataset

76.61 ± 1.05

73.46 ± 0.94

76.63 ± 0.54

71.04 ± 1.42

74.15 ± 0.78

75.24 ± 2.09