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Table 4 SVM single classifier error rate for ASSR ensemble averaged sweeps

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

Training subjects Test subject Training sweeps Test sweeps Error
A, B, C, D, E F 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 9%
A, B, C, D, F E 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 28%
A, B, C, E, F D 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 13%
A, B, D, E, F C 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 14%
A, C, D, E, F B 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 20%
B, C, D, E, F A 500(50 W0 + 50 N3) × 5 100(50 W0 + 50 N3) 23%
  1. Of different training and test subjects for channel Fz-A1A2.