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. 2018 Jun 27;34(13):i254–i262. doi: 10.1093/bioinformatics/bty275

Table 2.

Prediction accuracy (%) comparison of COG dataset

Dataset COG-500-1074 COG-250-1796 COG-100-2892
DeepFam 95.40 94.08 91.40
pHMM 91.75 91.78 91.67
3-mer LR 85.59 81.15 75.44
Protvec LR 47.34 41.76 37.05

Bold indicates the best performance for each dataset.