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. 2023 Oct 24;9:e1599. doi: 10.7717/peerj-cs.1599

Table 2. Effects of different loss functions on the proposed architecture.

Methods Performance metrics
Accu Sens Spec
Cross-entropy 0.966 0.966 0.982
MAE (Loddo, Buttau & Di Ruberto,2022) 0.932 0.932 0.934
RMS (Loddo, Buttau & Di Ruberto,2022) 0.956 0.959 0.957
FL (Loddo, Buttau & Di Ruberto,2022) 0.927 0.930 0.928
GDL 0.965 0.968 0.966
Our fusion loss 0.982 0.982 0.989