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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