Robust Deep Network with Maximum Correntropy Criterion for Seizure Detection

Table 2

Comparison between R-SAE and S-SAE (before fine-tuning).

Patient	R-SAE		S-SAE
	Sensitivity	Specificity	Sensitivity	Specificity
Pt01	0.99±8.1×10^−3	0.96±2.0×10^−2	0.83±2.0×10^−1	0.92±3.2×10^−2
Pt02	0.96±2.0×10^−2	0.91±1.7×10^−2	0.90±1.0×10^−1	0.83±7.6×10^−2
Pt03	0.96±1.5×10^−2	0.93±2.1×10^−2	0.82±2.8×10^−1	0.93±3.2×10^−2
Pt04	0.95±3.7×10^−2	0.91±1.3×10^−2	0.91±4.1×10^−2	0.92±2.6×10^−2
Pt05	0.98±1.7×10^−2	0.94±1.5×10^−2	0.70±1.3×10^−1	0.96±2.4×10^−2
Pt06	0.97±2.9×10^−2	0.84±5.5×10^−2	0.82±1.7×10^−1	0.90±1.5×10^−2
Avg.	0.97±1.3×10^−2	0.92±3.8×10^−2	0.83±6.9×10^−2	0.91±4.0×10^−2