Table 7.
AUC scores of LMA without duplicate angles over 100 training and testing groups
| Angles = 13 | Angles = 49 | Angles = 145 | |
|---|---|---|---|
| S = 1 | 0.8818 ± 0.0438 | 0.8833 ± 0.0387 | 0.8926 ± 0.0383 |
| S = 2 | 0.8621 ± 0.0487 | 0.8524 ± 0.0512 | 0.8515 ± 0.0499 |
| S = 3 | 0.9043 ± 0.0382 | 0.9054 ± 0.0388 | 0.9062 ± 0.0387 |
| S = 4 | 0.8919 ± 0.0382 | 0.9084 ± 0.0376 | 0.8918 ± 0.0385 |
| S = 5 | 0.9159 ± 0.0408 | 0.9176 ± 0.0337 | 0.9263 ± 0.0369 |
| S = 6 | 0.9057 ± 0.0394 | 0.9077 ± 0.0377 | 0.9121 ± 0.0383 |
| S = 7 | 0.9450 ± 0.0285 | 0.9401 ± 0.0319 | 0.9388 ± 0.0285 |
| S = 8 | 0.8887 ± 0.0366 | 0.8962 ± 0.0335 | 0.8939 ± 0.0362 |
| S = 9 | 08825 ± 0.0452 | 0.9226 ± 0.0364 | 0.9202 ± 0.0384 |
| Average | 0.8975 ± 0.0399 | 0.9037 ± 0.0377 | 0.9037 ± 0.0382 |
AUC Area under the curve of receiver operating characteristic curve, LMA Learning model by multiple angles