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% |