Table 2.
Root mean square error (RMSE) values for car position and steering wheel signal regression on the testing set.
| Observation | Execution | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Car x position (px) | Steering signal (a.u.) | Car x position (px) | Steering signal (a.u.) | |||||||||
| Mean (SD) | Median | Range | Mean (SD) | Median | Range | Mean (SD) | Median | Range | Mean (SD) | Median | Range | |
| Passive | 203 (40) | 205 | [113, 384] | 0.26 (0.17) | 0.21 | [0.05, 0.70] | 157 (42) | 154 | [81, 238] | 0.19 (0.11) | 0.15 | [0.05, 0.41] |
| Proactive | 12 (10) | 8 | [4, 43] | 0.02 (0.01) | 0.01 | [0.01, 0.04] | 10 (6) | 8 | [4, 27] | 0.02 (0.01) | 0.01 | [0.01, 0.04] |
| Reactive (Dist.) | 367 (75) | 364 | [243, 520] | 0.49 (0.16) | 0.45 | [0.27, 0.80] | 357 (81) | 359 | [214, 544] | 0.47 (0.14) | 0.44 | [0.27, 0.76] |
| Reactive (Indist.) | 326 (74) | 302 | [232, 457] | 0.45 (0.20) | 0.45 | [0.13, 0.79] | 316 (73) | 305 | [217, 462] | 0.41 (0.18) | 0.39 | [0.13, 0.77] |
** Significant differences between observation and execution, significance level 0.01.
°° / °°° Significant differences between car x position and steering (execution only), significance level 0.01 and 0.001.