Datasets | Classifiers: | RF | WSRF | CIRF |
|---|
AUCs |
 Full RNA |
0.632 ± 0.106
| 0.596 ± 0.038 | 0.629 ± 0.105 |
 SPCA | 0.640 ± 0.128 | 0.626 ± 0.114 |
0.658 ± 0.044
|
Nested CV Runtimes | – | – | – |
 Full RNA |
52 h
| 185 h | 85 h |
 SPCA |
12 min
| 1.9 h | 30 min |
- AUC and approximate runtime values for the RNA expression feature sets. The best value in each row is bolded. Here, runtimes are evaluation times for a given classifier on a given feature set via 10-fold nested cross validation with the internal cross validation procedures as described in Methods. Computations performed on the University of Iowa’s Argon High-Performance Computing cluster
