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Table 5 The performance of model reduction

From: SigUNet: signal peptide recognition based on semantic segmentation

MethodEukaryotesGram-positiveGram-negative
MCC (%)FPRTM (%)MCC (%)FPRTM (%)MCC (%)FPRTM (%)
The SignalP dataset
 SigUNet90.24.076.15.180.61.5
 SigUNet-light89.44.377.75.182.91.9
The SPDS17 dataset
 SigUNet89.61.240.92.197.61.1
 SigUNet-light84.83.751.71.692.81.1
  1. Performances that are improved after model reduction are highlighted in bold.