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Table 7 Analyses of 10 connections in synthetic graph dataset

From: GAT-LI: a graph attention network based learning and interpreting method for functional brain network classification

Connection ID Node ID Class_one mean connection Class_two mean connection Mean difference p value
1 16 0.5052 0.4916 0.0135 0.0362**
5
2 13 0.5160 0.4962 0.0197 0.0023**
5
3 4 0.5079 0.4904 0.0175 0.0073**
1
4 15 0.5061 0.4995 0.0066 0.3090
5
5 22 0.5068 0.4978 0.0091 0.1554
5
6 27 0.5144 0.4864 0.0272 0.00002**
30
7 14 0.5109 0.4837 0.0272 0.00002**
5
8 28 0.5121 0.4860 0.0260 0.0039**
28
9 27 0.5064 0.4900 0.0164 0.0109**
1
10 26 0.5059 0.4846 0.0219 0.0011**
19
  1. **p < 0.05