Table 1 Parameters of synthetic data generation and their values
Parameter | Value |
|---|---|
Number of features | 100,000 |
Number of feature clusters | 2500 |
Number of pathways | 100 |
Feature noise | 0.05 |
Fraction of positive samples | 0.2 |
Number of causal feature clusters | 2, 3, 4, 5 |
Outcome noise | 0, 0.05, 0.1, 0.2 |
Number of positive samples | 75, 100, 125, 150 |