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Table 6 SVM single classifier error rate for large set of 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, G H 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 32%
A, B, C, D, E, F, H G 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 16%
A, B, C, D, E, G, H F 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 13%
A, B, C, D, F, G, H E 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 31%
A, B, C, E, F, G, H D 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 16%
A, B, D, E, F, G, H C 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 17%
A, C, D, E, F, G, H B 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 22%
B, C, D, E, F, G, H A 7,000(500 W0 + 500 N3) × 7 1,000(500 W0 + 500 N3) 29%
  1. Of different training and test subjects for channel Fz-A1A2.