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

Table 2

Artifact detection accuracies (%) with respect to the number of templates, for equal precision and recall.

Number of templates	Correlation	RMSE	Kurtosis	DTW	DPW
1	49.54±22.45	61.65±28.42	9.65±5.63	77.58±22.44	83.94±23.52
2	34.37±27.54	62.55±25.51	11.74±11.01	68.29±29.59	78.23±30.35
3	28.42±25.93	61.60±25.08	10.20±7.21	76.38±20.47	86.06±17.06
4	27.31±24.58	60.42±25.52	9.88±7.49	75.51±20.07	85.79±16.36
5	23.84±22.28	59.77±24.72	10.77±8.15	74.64±19.79	85.92±16.24
6	24.89±21.47	58.90±25.72	10.47±8.35	77.49±17.44	86.63±15.41
7	25.76±22.91	58.44±25.09	10.37±8.14	76.09±17.64	86.42±15.74
8	25.35±22.23	58.59±25.25	10.85±8.74	76.80±17.32	86.87±14.60
9	24.56±20.88	59.65±24.45	11.08±8.90	77.92±15.12	87.13±14.16
10	24.17±19.33	59.49±25.37	10.69±9.17	78.68±15.35	86.54±15.25