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Table 6 Performance of methods on hetero-complexes with sequence alone

From: Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information

Method Type Ratio Sen Prec F1
Our model SVM 27.56 42.84 81.96 56.25
Wang and Chen SVM 34.8** 61.4 45.8 52.5
Res et al. SVM 16 58.8 26.3 36.3
Koike and Takagi* SVM 20 28.8 27 27.87
Sikic et al. RF**** 27.5 26 84 39.7
Chen and Jeong RF 10 70 37.7*** 49
ISIS et al. NN***** 32* 20 61 30.1
Ofran and Rost NN 40* 0.5* 62* 0.1
  1. *Based on homo-hetero mixed complexes dataset.
  2. **The ratio of interface residues to surface residues.
  3. ***Estimated.
  4. ****Random Forests.
  5. *****Neural Network.