Table 5 Performance for the genomic dataset with a fixed number of training records equal to 500 and the number of testing records equal to 1081
# covariates | Computation time | AUC SFH | AUC glmfit |
|---|---|---|---|
5 | 7 min | 0.65 | 0.6324 |
10 | 12 min | 0.6545 | 0.6131 |
15 | 17 min | 0.6446 | 0.6241 |
20 | 22 min | 0.6348 | 0.6272 |