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Table 8 Comparisons of performance between MusiteDeep with MultiLyGAN

From: Prediction and analysis of multiple protein lysine modified sites based on conditional wasserstein generative adversarial networks

  PLMs Acc Sp Sn MCC AUC
MusiteDeep Ubiquitination 0.6641 0.8078 0.2261 0.0365 0.5255
Sumoylation 0.6668 0.6863 0.4723 0.0972 0.6125
Acetylation 0.5039 0.4818 0.5730 0.0471 0.5512
Methylation 0.8386 0.9093 0.1135 0.0224 0.4773
MultiLyGAN
Our method
Ubiquitination 0.9634 0.9592 0.9902 0.8672 0.9974
Sumoylation 0.9686 0.9955 0.8186 0.8741 0.9856
Acetylation 0.9264 0.9314 0.8970 0.7443 0.9868
Methylation 0.9711 0.9945 0.8278 0.8761 0.9845