Table 7 LVQ multimodal 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) | 17.2% |
A, B, C, D, E, F, H | G | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 0% |
A, B, C, D, E, G, H | F | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 0% |
A, B, C, D, F, G, H | E | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 7.9% |
A, B, C, E, F, G, H | D | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 0% |
A, B, D, E, F, G, H | C | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 0% |
A, C, D, E, F, G, H | B | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 0% |
B, C, D, E, F, G, H | A | 7,000(500 W0 + 500 N3) × 7 | 1,000(500 W0 + 500 N3) | 17.9% |