Table 7. Classifier Performance for Oversampled 0.34–1 Hz Signal with additional Features.
Sensitivity | Specificity | AUC | |
Classifier | Channel 3 0.34–1Hz Filter | Channel 3 0.34–1Hz Filter | Channel 3 0.34–1Hz Filter |
LDC | 0.9666 | 0.9000 | 70% |
QDC | 0.9666 | 0.1666 | 83% |
UDC | 0.9666 | 0.1333 | 78% |
POLYC | 0.9666 | 0.9000 | 95% |
LOGLC | 0.9666 | 0.9000 | 94% |
KNNC | 0.9333 | 0.8000 | 90% |
TREEC | 0.9666 | 0.9000 | 93% |
PARZENC | 0.9666 | 0.5666 | 59% |
SVC | 0.9666 | 0.7000 | 92% |