Table 2 SVM single classifier error rate for ASSR ensemble averaged sweeps of same training and test subjects
From: 40-Hz ASSR fusion classification system for observing sleep patterns
Subject(s) | Training sweeps | Test sweeps | Error |
|---|---|---|---|
A | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 1% |
B | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 1% |
C | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 1% |
D | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 2% |
E | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 0% |
F | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 2% |
G | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 0% |
H | 100(50 W0 + 50 N3) | 100(50 W0 + 50 N3) | 1% |
A, B, C, D, E | 500(50 W0 + 50 N3) × 5 | 500(50 W0 + 50 N3) × 5 | 3% |