Table 9. Performance comparison of two classical classifiers (for region A).

Subject	LDA (% accuracy/computation time, sec)			SVM (% accuracy/computation time, sec)
	Win size 0-5 sec	Win size 0-10 sec	Win size 0-15 sec	Win size 0-5 sec	Win size 0-10 sec	Win size 0-15 sec
1	78.8/ 0.06	80.4/ 0.03	82.1/ 0.02	80.3/ 1.2	83.3/ 0.7	84.3/ 0.4
2	91.5/ 0.04	91.8/ 0.04	94.5/ 0.03	92.2/ 0.5	93.0/ 0.4	94.2/ 0.3
3	86.8/ 0.05	88.7/ 0.03	89.5/ 0.03	88.6/ 0.7	90.1/ 0.4	91.3/ 0.3
4	85.9/ 0.06	87.0/ 0.03	89.8/ 0.02	85.9/ 1.4	87.0/ 0.8	89.8/ 0.3
5	74.6/ 0.06	76.1/ 0.04	79.4/ 0.02	75.5/ 0.9	77.7/ 0.6	83.6/ 0.5
6	78.0/ 0.05	79.2/ 0.03	80.7/ 0.02	78.8/ 0.9	80.1/ 0.5	81.9/ 0.4
7	85.6/ 0.06	85.9/ 0.03	86.4/ 0.02	88.4/ 1.6	89.2/ 0.9	90.8/ 0.6
8	91.3/ 0.04	90.1/0.03	90.4/ 0.02	93.1/ 0.7	93.8/ 0.4	94.7/ 0.3
9	78.8/ 0.06	77.9/ 0.04	79.0/ 0.02	79.0/ 0.8	79.8/ 0.4	80.1/ 0.2
10	82.2/ 0.04	82.8/ 0.03	83.6/ 0.02	83.4/ 0.8	84.6/ 0.5	85.6/ 0.3
11	73.6/ 0.06	74.5/ 0.04	73.2/ 0.03	75.8/ 1.0	77.4/ 0.6	78.9/ 0.4
12	85.0/ 0.05	86.4/ 0.03	85.8/ 0.02	87.4/ 0.8	88.3/ 0.5	89.4/ 0.3
13	88.6/ 0.05	88.4/ 0.03	89.4/ 0.02	89.1/ 0.9	90.3/ 0.5	91.0/ 0.3
Mean	83.1/ 0.05	83.4/ 0.03	84.9/ 0.02	84.4/ 0.9	85.7/ 0.6	87.3/ 0.4

Note: The accuracies were acquired using only three features (mean ∆HbO, signal peak, and sum of peaks).