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% |