Table 4 Performance evaluation by five-fold cross-validation for all data and 10 MDD-clustered subgroups.
Data set | SEN | SPE | ACC | MCC |
|---|---|---|---|---|
All data | 62.60% | 59.00% | 60.17% | 0.202 |
MDD cluster 1 | 77.55% | 70.59% | 72.85% | 0.453 |
MDD cluster 2 | 94.32% | 85.56% | 88.43% | 0.764 |
MDD cluster 3 | 84.82% | 70.53% | 75.17% | 0.519 |
MDD cluster 4 | 60.80% | 58.24% | 59.07% | 0.178 |
MDD cluster 5 | 66.90% | 60.68% | 62.70% | 0.258 |
MDD cluster 6 | 72.52% | 68.13% | 69.55% | 0.382 |
MDD cluster 7 | 70.49% | 62.60% | 65.16% | 0.310 |
MDD cluster 8 | 62.31% | 54.90% | 57.30% | 0.161 |
MDD cluster 9 | 70.67% | 58.97% | 62.77% | 0.278 |
MDD cluster 10 | 70.30% | 64.44% | 66.34% | 0.326 |
10 MDD clusters (average) | 73.07% | 65.46% | 67.93% | 0.3629 |