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. 2022 Aug 15;8:e1014. doi: 10.7717/peerj-cs.1014

Table 5. Evaluation metrics of the GOCAPGAN model compared to GOGAN (Mansoor et al., 2022), DeepSeq (Nauman et al., 2019), and the BLAST (Altschul et al., 1990) method.

Method Classes Precision Recall F1 score Hamming loss
GOCAPGAN 25 0.904 0.761 0.826 0.085
GOGAN 10 0.852 0.625 0.721 0.095
DeepSeq 5 0.76 0.66 0.71 0.133
BLAST 5 0.46 0.64 0.53 0.387