Table 5.

Normalized confusion matrix of networks trained with the balanced dataset and the imbalanced dataset.

		Predicted Class
Actual class		Balanced dataset			Imbalanced dataset
		Normal	Drowsy		Normal	Drowsy
Normal		0.940	0.060		0.998	0.002
Drowsy		0.072	0.928		0.116	0.884