Table 3 Results from decision tree analysis on Post
From: Methods for detecting methylation by SNP interaction in GAW20 simulation
| Â | Decision tree (importance) | Random forest (importance rank) | ||
|---|---|---|---|---|
Predictor | Training | Validation | Mean (SD) | Median |
rs736004 | 1.0000 | 0.9645 | 33.86 (27.75) | 22 |
rs9661059 | 0.9989 | 1.0000 | 14.8 (13.29) | 10 |
rs10828412 | 0.9843 | 0.9860 | 34.75 (24.16) | 25.5 |
rs1012116 | 0.8998 | 0.8922 | 20.25 (15.08) | 14 |
rs4399565 | 0.7838 | 0.6970 | 23.27 (15.25) | 19 |
cg18772399 | 0.6793 | 0.5597 | 4.415 (1.72) | 4 |
cg00000363 | 0.5758 | 0.4951 | 4.085 (1.75) | 4 |
cg10480950 | 0.5348 | 0.3802 | 4.59 (1.91) | 4 |
cg00045910 | 0.4441 | 0.3508 | 4.715 (1.74) | 5 |
cg01242676 | 0.4333 | 0.2718 | 4.7 (1.79) | 5 |
Pre | – | – | 1 (0) | 1 |
Age | – | – | 5.075 (1.74) | 5 |
Sex | – | – | 87.625 (10.21) | 90 |