Algorithm | RMSE (all) | RMSE (int.) | AUROC | AUPRC | Accuracy | Resources | Time (hrs) |
---|---|---|---|---|---|---|---|
BoostMe | 0.09 ± 0.005 | 0.13 ± 0.006 | 0.99 ± 0.002 | 0.99 ± 0.0005 | 0.96 ± 0.005 | 16 CPUs | 0.50 ± 0.15 |
Random Forests | 0.09 ± 0.005 | 0.13 ± 0.006 | 0.99 ± 0.002 | 0.99 ± 0.0005 | 0.96 ± 0.005 | 16 CPUs | 14 ± 2 |
DeepCpG | 0.17 ± 0.007 | 0.27 ± 0.014 | 0.94 ± 0.003 | 0.98 ± 0.002 | 0.91 ± 0.010 | 1 GPU | 140 ± 30 |