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TableĀ 2 The performance of our method and the other three brain network based methods including CNC, MTNC, FSGNC and SVM

From: Non-negative discriminative brain functional connectivity for identifying schizophrenia on resting-state fMRI

Method Accuracy (%) Sensitivity (%) Specificity (%) PPV (%) NPV (%)
CNC 73.33 79.17 66.67 73.08 73.68
MTNC 82.22 87.50 76.19 80.77 84.21
FSGNC 77.78 100.00 52.38 70.59 100.00
SVM 75.56 83.33 66.67 74.07 77.78
Proposed method 95.56 100.00 90.48 92.31 100.00
  1. The highest value of each measure is in italics