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Table 3 The detailed evaluation of performance on an independent datasets of 707 animal and 179 fungi proteins

From: ESLpred2: improved method for predicting subcellular localization of eukaryotic proteins

  Localizations ESLpred2 BaCelLo* LOCtree* PLOC MultiLoc
Animal independent dataset Cytoplasm 54.8 54.0 38.2 23.4 60.6
  Mitochondria 68.6 68.6 60.0 54.2 65.7
  Nuclear 68.0 66.1 62.2 82.1 58.4
  Extracellular 91.3 85.5 84.9 42.4 68
  Overall Accuracy 71.2 68.6 63.0 59.7 61.5
  Average Accuracy 70.7 68.5 61.3 50.5 63.2
  Localizations ESLpred2 BaCelLo* LOCtree* PLOC MultiLoc
Fungi independent dataset Cytoplasm 26.7 56.7 46.7 13.3 20.0
  Mitochondria 90.9 100 63.6 45.5 72.7
  Nuclear 88.5 66.4 66.4 87.7 54.9
  Extracellular 100 93.8 81.3 62.5 75.0
  Overall Accuracy 79.3 69.2 64.3 70.4 52.0
  Average Accuracy 76.5 79.2 64.3 52.3 55.7
  1. *The values are obtained from reference 18