Table 6 Time-ResNeXt network evaluation
From: Time-ResNeXt for epilepsy recognition based on EEG signals in wireless networks
Evaluation index | Calculation formula | Corresponding value |
|---|---|---|
Correct rate | \( \mathrm{Accuracy}=\frac{\mathrm{TP}+\mathrm{TN}}{\mathrm{TP}+\mathrm{TN}+\mathrm{FP}+\mathrm{FN}} \) | 0.9150 |
Specificity | \( \mathrm{Specificit}=\frac{\mathrm{TN}}{\mathrm{TN}+\mathrm{FP}} \) | 0.8480 |
Recall | \( \mathrm{Sensitivity}=\frac{\mathrm{TP}}{\mathrm{TP}+\mathrm{FN}} \) | 0.9620 |
Missed diagnosis rate | \( \mathrm{FNR}=\frac{\mathrm{FN}}{\mathrm{TP}+\mathrm{FN}} \) | 0.0380 |
Misdiagnosis rate | \( \mathrm{FPR}=\frac{\mathrm{FP}}{\mathrm{FP}+\mathrm{TN}} \) | 0.1520 |