Table 2. The performance of the RF with and without age as a covariate in determining the PA platelet response.
Random Forests (RF)–SNPs without age incorporated as a covariate | RF—SNPs with age incorporated as a covariate | ||||
---|---|---|---|---|---|
#Iterations | Number of trees (ntree) | % Variance all (p) SNPs | % Variance k SNPs | % Variance all (p) SNPs | % Variance k SNPs |
1 | 500 | -0.16 | 11.85 | 0.17 | 13.95 |
2 | 1000 | -0.5 | 14.29 | -0.69 | 14.46 |
3 | 2000 | -0.06 | 16.86 | 0.15 | 18.54 |
4 | 3000 | 0.33 | 15.92 | 0.12 | 16.36 |