Table 5.
Game level | Accuracy (P value) | F1 score (P value) |
Level 0 | .38 | .54 |
Level 1 | .21 | .52 |
Level 2 | .11 | .92 |
Level 0 + 1 | .046b | .10 |
Level 1 + 2 | .21 | .52 |
Level 0 + 1 + 2 | .20 | .81 |
aIn all cases, decision tree was used as the classifier and both sensor and game features of the roadrunner game were used as input.
bDifferences were statistically significant at P<.05.