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Table 5 Comparison with state-of-the-art predictions on the cross-validation dataset and independent dataset

From: ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins

  Sen Spe Acc MCC
Cross-validation
 TrSSP [17] 85 80 81.43 0.6
 Chen et al. [16] 71.6 93.5 90.1 0.62
 Le et al. [18] 74.6 95.8 92.9 0.7
 ET-CNN [19] 51.1 96.1 89.4 0.54
 ET-GRU 83.7 96.3 93.5 0.81
Independent
 ET-CNN [19] 52.9(−) 96.6(+) 86.8(−) 0.59(−)
 ET-GRU 79.8 95.9 92.3 0.77
  1. with ET-GRU as the base case, (+) and (−) indicates whether ET-CNN is significantly better or worse, respectively