Table 2 Performances of the LMT 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 | 95.0 | 97.0 | 94.10 | 94.50 | 0.993 | 95.33 |
Seizure-fee | 92.0 | 97.0 | 93.90 | 92.90 | 0.978 | |
Seizure | 99.0 | 99.0 | 98.0 | 98.50 | 0.994 | |
Overall | 95.30 | 97.70 | 95.30 | 95.30 | 0.988 |