Hybrid Model for Early Onset Prediction of Driver Fatigue with Observable Cues

Table 2

Comparison result for the different methods.

Method	Time elapse (s)	MSE (Test set)	MSE (Train set)	Best MSE
GA with PCA	2.34	0.0094	0.019	0.0284
GA without PCA	2.65	0.0055	0.01	0.0259
CG with PCA	4.62	0.0075	0.0104	0.0281
CG without PCA	5.54	0.0053	0.0094	0.0259