Gaussian Elimination-Based Novel Canonical Correlation Analysis Method for EEG Motion Artifact Removal

Table 2

Comparison of the ROC parameters with CCA and GECCA for channel 5.

Algorithm	DWT filtering with		SWT filtering with
Parameters	EEMD_CCA	EEMD_GECCA	EEMD_CCA	EEMD_GECCA
Sensitivity	0.39961	0.45156	0.43438	0.43789
Specificity	0.74062	0.78477	0.65469	0.82656
Accuracy	57.0117%	61.8164%	54.4531%	63.2227%
PPV	60.6402%	67.7211%	55.7114%	71.6294%
NPV	55.2287%	58.8632%	53.6492%	59.5218%