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

Table 3

Comparison of ROC parameters for 6 different EEG channels for proposed method.

Method ↓	Parameters in %	Ch 1	Ch 3	Ch 5	Ch 6	Ch 9	Ch 14
With GECCA	Accuracy	57.3047	59.4141	63.2227	65.3125	63.0859	63.5352
	PPV	57.18	57.0674	71.6294	75.0319	71.9241	59.802
	NPV	55.3368	64.0936	59.5218	61.0298	59.3263	71.8612
With CCA	Accuracy	57.6953	58.8672	54.4531	60.2734	62.2461	61.2109
	PPV	56.0578	62.6251	55.7114	64.7422	69.3399	58.2566
	NPV	60.546	56.8332	53.6492	57.8837	58.9597	67.4574