Research Article
Identification of Cognitive Distraction Using Physiological Features for Adaptive Driving Safety Supporting System
Table 2
Comparison of capability with SVM and AdaBoost.
| | Selected features | Learning
method | Cognitive
load | Average
accuracy |
value |
| | Gaze + head |
SVM | Conversation | 84.2 | 84.5 | | Arithmetic | 77.1 | 74.5 | |
AdaBoost | Conversation | 86.1 | 87.4 | | Arithmetic | 81.6 | 83.1 |
|
|
