Table 5 Comparison of independent testing performance with other ubiquitination site prediction tools
From: Large-scale prediction of protein ubiquitination sites using a multimodal deep architecture
Tool | Metrics | |||
|---|---|---|---|---|
Accuracy | Sensitivity | Specificity | MCC | |
ESA-Ubisite | 61.26% | 46.14% | 63.34% | 0.064 |
UbiProber | 55.06% | 62.40% | 54.05% | 0.107 |
iUbiq-Lys | 84.63% | 3.35% | 96.88% | 0.005 |
Ubisite | 73.63% | 29.62% | 79.64% | 0.073 |
Our deep architecture | 66.43% | 66.67% | 66.40% | 0.221 |