Table 3.
Accuracy and predictability of the AoI features considering different fixation times for comparison with the fixation times of 1.5 s used by Shafti et al. (2019) and of 2 s used by Wang et al. (2018).
| Configuration (fixation time) | Lined-up (Δt = 0.5) | Triangle (Δt = 0.5) | Lined-up (Δt = 1.5) | Triangle (Δt = 1.5) | Lined-up (Δt = 2.0) | Triangle (Δt = 2.0) | Lined-up (Δt = 0.9) | Triangle (Δt = 1.3) |
| Accuracy | 66.0% | 62.4% | 52.1% | 54.3% | 42.6% | 48.8% | 61.0% | 56.3% |
| Predictability | 47.0% | 53.8% | 24.1% | 35.0% | 16.1% | 28.4% | 37.0% | 37.9% |
Since in general shorter fixation times occurred in the trials, also a shorter 0.5 s interval was tested. A further comparison is done using a fixation time equal to the window times used in our model (Δt = {0.9, 1.3s}).