Parameters | Value |
---|---|
Feature size D | 20000 |
Training sample | 60,120,180 |
size n | |
Test sample size n t | 3000 |
Class 0 (m0,σ0) | (0.0, 0.6) |
Class 1 (m1,σ1) | (1.0, 0.6) |
Correlation ρ | 0.4, 0.8 |
Block size l | 5 |
Global markers Dgm | 10 |
Subclasses c | 2 |
Heterogenous | 50 |
markers per | |
subclass Dhm | |
High-variance | 2000 |
non-markers Dhv | |
Low-variance | 17890 |
non-markers Dlv | |
COV | 0.05, 0.1 |
SAGE-tags range | 50K-100K |
NGS-reads range | 1K-50K, 250K-300K, 500K-550K |
5M-5M+50K, 10M-10M+50K, 15M-15M+50K | |
25M-25M+50K, 32.5M-32.5M+50K, 40M-40M+50K | |
50M-50M+50K, 75M-75M+50K, 100M-100M+50K |