Table 6 Anger prediction scores (leave one session out)
From: Towards PPG-based anger detection for emotion regulation
|  | Baseline (Minority) | UMAP + SVM | ||
|---|---|---|---|---|
F1 | ACC (%) | F1 | ACC (%) | |
P01 | 0.189 | 10.5 | 0.255 | 52.3 |
P02 | 0.308 | 18.2 | 0.222 | 51.8 |
P03 | 0.261 | 15.0 | 0.359 | 68.8 |
P04 | 0.313 | 18.6 | 0.286 | 78.6 |
P05 | 0.365 | 22.4 | 0.390 | 70.6 |
P06 | 0.349 | 21.1 | 0.157 | 39.9 |
P07 | 0.543 | 37.3 | 0.400 | 54.2 |
P08 | 0.545 | 37.5 | 0.609 | 67.9 |
P09 | 0.417 | 26.3 | 0.346 | 64.2 |
P10 | 0.393 | 24.5 | 0.489 | 48.9 |
P11 | 0.405 | 25.4 | 0.516 | 55.2 |
P12 | 0.472 | 30.9 | 0.412 | 51.2 |
P13 | 0.200 | 11.1 | 0.264 | 51.9 |
P14 | 0.148 | 8.0 | 0.100 | 28.0 |
P15 | 0.382 | 23.6 | 0.286 | 65.3 |
P16 | 0.286 | 16.7 | 0.435 | 83.3 |
P17 | 0.606 | 43.4 | 0.441 | 50.0 |
P18 | 0.310 | 18.3 | 0.291 | 33.0 |
P19 | 0.613 | 44.2 | 0.517 | 50.0 |
P20 | 0.372 | 22.9 | 0.206 | 28.0 |
P21 | 0.544 | 37.4 | 0.509 | 68.1 |
P22 | 0.355 | 21.6 | 0.395 | 40.9 |
PT01 | 0.316 | 18.8 | 0.346 | 29.2 |
PT02 | 0.461 | 29.9 | 0.396 | 49.6 |
PT03 | 0.242 | 13.8 | 0.353 | 86.3 |
PT04 | 0.460 | 29.9 | 0.471 | 37.9 |
PT05 | 0.336 | 20.2 | 0.074 | 71.9 |
PT06 | 0.482 | 31.8 | 0.523 | 50.6 |
PT07 | 0.191 | 10.6 | 0.255 | 51.8 |
PT08 | 0.400 | 25.0 | 0.372 | 69.3 |
PT09 | 0.466 | 30.4 | 0.500 | 64.7 |
PT10 | 0.437 | 28.0 | 0.439 | 75.3 |
Mean | 0.380 | 24.2 | 0.363 | 56.8 |
SD | 0.121 | 9.4 | 0.129 | 16.5 |