TABLE 4.
Tool | Accuracy | Precision | Recall | F-score |
UbPred (Xiang et al., 2013) | 0.719 | 0.626 | 0.738 | 0.678 |
iUbiq-Lys (Qiu et al., 2015) | 0.799 | 0.563 | 0.837 | 0.671 |
Ubisite (Huang et al., 2016) | 0.752 | 0.596 | 0.794 | 0.681 |
Deep Ub (He et al., 2018) | 0.683 ± 0.021 | 0.674 ± 0.018 | 0.703 ± 0.011 | 0.687 ± 0.024 |
DeepUbi (Fu et al., 2019) | 0.739 ± 0.014 | 0.733 ± 0.011 | 0.741 ± 0.021 | 0.734 ± 0.011 |
Proposed method | 0.756 ± 0.006 | 0.733 ± 0.015 | 0.767 ± 0.017 | 0.749 ± 0.009 |