Table 2.
Data | RF | 10-Fold | CV | % | Error | |
---|---|---|---|---|---|---|
(APOE ε4+ & ε4- samples) | Number of Trees | F = 7 | F = 11 | F = 18 | F = 32 | F = 42 |
APOE & 10 GAB2 SNPs | ||||||
100 | 33.3 | 33.2 | ||||
300 | 33.3 | 33.2 | ||||
600 | 33.4 | 33.5 | ||||
199 SNPs | ||||||
100 | 11.9 | 12.3 | 12.5 | 12.3 | ||
300 | 11.3 | 11.3 | 12.1 | 11.6 | ||
600 | 10.6 | 11.6 | 11.2 | 11.1 | ||
APOE & 199 SNPs | ||||||
100 | 10.9 | 9.9 | 10.4 | 10.3 | ||
300 | 8.9 | 9.6 | 9.5 | 10.3 | ||
600 | 9.0 | 9.1 | 10.1 | 9.9 | ||
APOE, 10 GAB2, & 199 SNPs | ||||||
100 | 9.9 | 10.1 | 9.9 | 11.2 | ||
300 | 8.9 | 9.1 | 9.5 | 10.3 | ||
600 | 9.1 | 9.4 | 9.9 | 10.3 |
F = number of features.