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Table 2 SVM single classifier error rate for ASSR ensemble averaged sweeps of same training and test subjects

From: 40-Hz ASSR fusion classification system for observing sleep patterns

Subject(s) Training sweeps Test sweeps Error
A 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 1%
B 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 1%
C 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 1%
D 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 2%
E 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 0%
F 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 2%
G 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 0%
H 100(50 W0 + 50 N3) 100(50 W0 + 50 N3) 1%
A, B, C, D, E 500(50 W0 + 50 N3) × 5 500(50 W0 + 50 N3) × 5 3%
  1. For channel Fz-A1A2.