Table 1.
5-fold cross validated mean average error (MAE) of a linear regression model predicting the probability of the correct class for each worker using metrics on the same set of videos.
| Input Features | 5-fold MAE (%) All data points |
5-fold MAE (%) 55 workers with all metric data |
N |
|---|---|---|---|
| MSCL1, MPIL1, mean time | 7.51 | 7.51 | 55 |
| MSCL1, mean time | 8.89 | 8.89 | 55 |
| MPIL1, mean time | 7.43 | 6.97 | 81 |
| MSCL1, MPIL1 | 7.51 | 7.51 | 55 |
| MSCL1 | 9.24 | 9.24 | 55 |
| MPIL1 | 7.39 | 6.98 | 81 |
| Mean time | 15.56 | 9.83 | 193 |