Table 5.
PSPI score | UNBC-McMaster database | DISFA database | ||
---|---|---|---|---|
Frequency by PSPI score | Frequency by PSPI group | Frequency by PSPI score | Frequency by PSPI group | |
0 | 40,029 | 2483* | 90,309 | 9025* |
1 | 2909 | 2909 | 9973 | 9973 |
2 | 2351 | 3763 | 12,194 | 10,309* |
3 | 1412 | 8447 | ||
4 | 802 | 1697 | 4127 | 9875 |
5 | 242 | 1661 | ||
6 | 270 | 1526 | ||
7 | 53 | 996 | ||
8 | 79 | 435 | ||
9 | 32 | 503 | ||
10 | 67 | 317 | ||
11 | 76 | 169 | ||
12 | 48 | 108 | ||
13 | 22 | 33 | ||
14 | 1 | 0 | ||
15 | 5 | 0 | ||
Total | 48,398 | 10,852 | 130,798 | 39,182 |
*Random under-sampling of over-represented PSPI groups was performed to create more balanced study datasets with smaller total numbers of video frames for training and testing the pain intensity classification model.