Table 2.
Algorithm | Dimension | AUROC | AUPRC | Top1 Acc | Top5 Acc | Top10 Acc |
---|---|---|---|---|---|---|
SGM (Rogen and Fain, 2003) | 30 | 0.698*** | 0.048*** | 0.0*** | 0.0*** | 0.003*** |
SSEF (Zotenko et al., 2006) | 1500 | 0.800*** | 0.008*** | 0.004*** | 0.009*** | 0.021*** |
FragBag (Budowski-Tal et al., 2010) | 400 | 0.876*** | 0.301* | 0.450 | 0.558* | 0.587** |
DeepFold (L) | 400 | 0.925* | 0.228** | 0.315*** | 0.408*** | 0.468*** |
DeepFold | 400 | 0.967 | 0.375 | 0.456 | 0.605 | 0.663 |
Note: *denotes p-value < 5e-3, **denotes p-value < 1e-5 and ***denotes p-value < 1e-10.