Table 2. 5-fold cross-validation (80/20).
Fold | TPR | TNR | T (bits) |
---|---|---|---|
#1 | 100% | 60% | 3.8486 |
#2 | 80% | 70% | 3.8063 |
#3 | 80% | 80% | 3.8042 |
#4 | 80% | 100% | 3.8121 |
#5 | 90% | 70% | 3.8409 |
Average | 86% | 76% | 3.8224 |
TPR (true positive rate / sensitivity): percentage of epileptic patients from group 1 correctly identified. TNR (true negative rate / specificity): percentage of epileptic patients from group 2 correctly identified