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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