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Table 2 The AUC results for training and test datasets of D. melanogaster by the CRF method with MI, that without MI, the EM method, and the association method

From: Conditional random field approach to prediction of protein-protein interactions using domain information

iteration CRF with MI CRF without MI EM Assoc
  training test training test training test training test
1st 0.999255 0.707692 0.999977 0.738462 0.999961 0.769231 0.999938 0.769231
2nd 0.997928 0.818182 0.997905 0.848485 0.999938 0.727273 0.999736 0.727273
3rd 0.997920 0.708333 0.997920 0.562500 0.999922 0.645833 0.999884 0.625000
4th 0.998660 0.863636 0.999318 0.886364 0.999814 0.840909 0.999853 0.840909
5th 0.999234 0.819444 0.999954 0.833333 0.999861 0.527778 0.999923 0.527778
average 0.998599 0.783458 0.999015 0.773829 0.999899 0.702205 0.999867 0.698038