Table 3 Performance metrics of siena dataset on 1D-ResCNN model.

From: A hybrid optimization-enhanced 1D-ResCNN framework for epileptic spike detection in scalp EEG signals

Patient ID

Accuracy (%)

Sensitivity (%)

Specificity (%)

FPR

F1-score (%)

P00

99.35

99.9

100

0.001

99.4

P01

100

100

99.77

0.0

99.8

P05

99.8

99.87

99.79

0.0025

99.75

P06

99.92

99.88

100

0.0012

99.9

P07

100

100

100

0.0

100

P08

99

99.95

100

0.002

99.25

P11

99.95

99.9

100

0.0008

99.93

P12

99.96

100

99.95

0.0015

99.95

P14

99.5

99.85

100

0.0022

99.45

P17

100

100

100

0.0

100

Avg

99.75

99.94

99.95

0.0011

99.74

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