From: Toward a hemorrhagic trauma severity score: fusing five physiological biomarkers
Class | Frequency (%) | ||||
---|---|---|---|---|---|
D1 | D2 | D3 | D4 | D5 | |
0 | 56 | 43 | 37 | 43 | 53 |
1 | 14 | 20 | 27 | 18 | 17 |
2 | 5 | 18 | 7 | 15 | 13 |
3 | 19 | 17 | 11 | 24 | 17 |
4 | 6 | 2 | 18 | 0 | 0 |
SVM-L accuracy (%) | 78.3 ± 0.5 | 92.7 ± 0.5 | 78.3 ± 2.4 | 88.3 ± 0.5 | 86.7 ± 0.9 |
EBDT accuracy (%) | 83.3 ± 1.2 | 96.3 ± 0.9 | 72.3 ± 0.9 | 90.0 ± 0.0 | 87.7 ± 1.2 |
Class with the highest confusion (TPR—sensitivity for EBDT) | 4 (17%) | 4 (0%) | 2 (14%) | 2 (60%) | 2 (77%) |