Research Article
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% |
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