Enhanced Template Matching Using Dynamic Positional Warping for Identification of Specific Patterns in Electroencephalogram

Table 1

Best accuracies (%) evaluated for each participant among results from 20 iterations. Best accuracy values for each participant are in bold font.

Subject ID	Correlation	RMSE	Kurtosis	DTW	DPW
1	86.96	61.32	22.86	94.97	98.55
2	84.25	90.67	39.46	97.60	98.28
3	49.19	60.83	15.98	77.42	85.27
4	69.02	84.38	15.77	93.65	95.41
5	49.28	73.69	18.45	83.50	92.39
6	26.67	84.44	13.33	90.00	91.55
7	80.72	92.80	30.95	94.64	98.66
8	88.19	92.86	48.00	98.01	100.00
9	62.96	98.77	31.34	98.77	99.38
10	71.83	71.33	17.94	93.57	95.11
11	40.00	86.67	20.71	91.55	100.00
12	61.32	91.74	13.24	93.28	99.26
13	57.48	41.88	15.10	79.21	96.56
14	60.83	78.89	30.19	91.43	97.14
15	63.89	76.07	15.01	94.36	98.65
16	80.63	94.18	34.05	96.84	98.95
17	60.87	54.01	22.79	84.28	80.82
18	40.30	86.38	24.00	97.37	98.72
19	65.01	72.08	18.37	89.81	94.95
20	17.59	76.67	17.69	93.33	94.94
21	79.20	91.67	22.13	92.51	97.94
22	63.11	41.63	25.10	91.88	96.70
23	65.55	90.23	23.08	100.00	98.08
24	40.99	97.53	20.71	99.17	99.17
Average	61.08	78.78	23.18	92.38	96.10