Table 5 Independent testing performance for single HMM and MDD-clustered HMMs.
Models | SEN | SPE | ACC | MCC |
|---|---|---|---|---|
Single HMM (all data) | 63.54% | 60.12% | 61.30% | 0.225 |
MDD-Model 1 | 70.16% | 66.61% | 67.83% | 0.351 |
MDD-Model 2 | 87.70% | 70.47% | 76.41% | 0.553 |
MDD-Model 3 | 74.78% | 67.70% | 70.14% | 0.405 |
MDD-Model 4 | 63.27% | 57.35% | 59.39% | 0.196 |
MDD-Model 5 | 52.74% | 62.13% | 58.90% | 0.143 |
MDD-Model 6 | 77.50% | 70.12% | 72.66% | 0.454 |
MDD-Model 7 | 71.66% | 60.22% | 64.16% | 0.303 |
MDD-Model 8 | 65.17% | 60.57% | 62.16% | 0.245 |
MDD-Model 9 | 68.07% | 59.14% | 62.22% | 0.259 |
MDD-Model 10 | 70.65% | 67.14% | 68.35% | 0.360 |
MDD-clustered HMMs | 87.76% | 70.02% | 76.13% | 0.549 |