Table 1.
AUCs indicating classifier performance for nine feature groups, or models. The model is described in column 1, results from the schizophrenia group are reported in columns 2–3, and results from the AFib group are reported in columns 4–5.
| Model |
Schizophrenia |
Atrial fibrillation |
||
|---|---|---|---|---|
| Training AUC |
Test AUC |
Training AUC |
Test AUC |
|
| Statistical moments | 0.98 | 0.84 | 0.91 | 0.89 |
| MSE | 0.98 | 0.95 | 0.94 | 0.93 |
| MMI | 0.90 | 0.81 | 0.81 | 0.77 |
| MTE | 0.98 | 0.90 | 0.94 | 0.90 |
| MSNR | 1.00 | 1.00 | 0.92 | 0.90 |
| MSE + MTE | 1.00 | 0.98 | 0.97 | 0.93 |
| MSE + MSNR | 1.00 | 1.00 | 0.96 | 0.90 |
| MTE + MSNR | 1.00 | 1.00 | 0.97 | 0.92 |
| MTE + MSE + MSNR | 1.00 | 1.00 | 0.99 | 0.93 |