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Table 3 Test results of the few-shot learning method for Trial 1 (SOP = 25 min, SPH = 5 min)

From: Epilepsy seizure prediction with few-shot learning method

Patient name

Fully connected

SVM

Sensitivity (%)

FPR (/h)

AUC

Sensitivity (%)

FPR (/h)

AUC

Chb03

96.18 ± 0.1

0.086 ± 0.006

0.963 ± 0.003

100.00 ± 0.5

0.056 ± 0.002

0.990 ± 0.003

Chb10

94.90 ± 0.4

0.061 ± 0.007

0.988 ± 0.001

95.76 ± 0.6

0.079 ± 0.001

0.984 ± 0.002

Chb16

98.54 ± 0.7

0.019 ± 0.006

0.984 ± 0.006

99.82 ± 0.4

0.000 ± 0.004

0.996 ± 0.005

Avg

96.54 ± 0.4

0.055 ± 0.006

0.978 ± 0.003

98.52 ± 0.5

0.045 ± 0.002

0.990 ± 0.003