Table 4 Performances of the SVM classifier on the OAT scheme
From: Epileptic seizure detection from EEG signals using logistic model trees
Class | Sensitivity (%) | Specificity (%) | Precision (%) | F-measure (%) | ROC | Total accuracy (%) |
|---|---|---|---|---|---|---|
Healthy | 4.0 | 100 | 100 | 7.70 | 0.52 | 36.0 |
Seizure-fee | 4.0 | 100 | 100 | 7.70 | 0.52 | |
Seizure | 100 | 4.0 | 34.2 | 51.0 | 0.52 | |
Overall | 36.0 | 68.0 | 78.10 | 22.10 | 0.52 |