Table 3. Classifier Performance Results for the 0.34–1 Hz Filter.
Sensitivity | Specificity | AUC | |
Classifier | Channel 3 0.34–1Hz Filter | Channel 3 0.34–1Hz Filter | Channel 3 0.34–1Hz Filter |
LDC | 0.0000 | 0.9807 | 53% |
QDC | 0.0000 | 0.9807 | 53% |
UDC | 0.0000 | 1.0000 | 52% |
POLYC | 0.0000 | 0.9807 | 61% |
LOGLC | 0.0000 | 0.9807 | 60% |
KNNC | 0.0000 | 0.9230 | 53% |
TREEC | 0.2857 | 0.8653 | 60% |
PARZENC | 0.0000 | 1.0000 | 50% |
SVC | 0.0000 | 1.0000 | 61% |