Table 6.

Classification accuracies of the individual subjects (%).

	S1	S2	S3	S4	S5	S6	S7	S8	Average
SVM	88.50	79.00	84.00	84.50	90.50	97.00	99.00	67.00	86.19
ANN1-a	91.67	85.33	84.83	85.00	94.20	96.17	96.50	76.33	88.75
ANN1-b	92.83	83.83	84.67	87.67	94.30	96.00	96.33	75.00	88.83
ANN1-c	92.83	85.67	85.17	87.50	94.50	96.50	96.67	75.83	89.33
ANN2-a	93.67	86.67	84.33	87.50	95.67	96.50	96.83	75.67	89.61
ANN2-b	92.50	86.17	85.67	88.67	94.83	97.00	97.17	76.08	89.76
ANN2-c	92.17	88.00	85.50	87.00	94.83	97.00	97.67	76.17	89.79
CNN1-a	95.00	91.67	84.83	95.67	97.33	99.00	98.67	80.33	92.81
CNN1-b	95.33	92.17	85.83	96.00	96.83	99.00	99.00	80.50	93.08
CNN2-a	94.33	91.83	82.17	95.00	96.67	98.67	98.33	82.17	92.40
CNN2-b	92.83	93.17	83.33	94.33	96.50	99.00	98.17	82.00	92.42