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Table 3 The AUC results for training and test datasets of C. elegans 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 0.999975 0.657143 0.999975 0.514286 1.000000 0.542857 1.000000 0.542857
2nd 0.997899 0.923077 0.996873 0.948718 0.999875 0.743590 0.999825 0.743590
3rd 0.998775 0.900000 0.998825 0.933333 0.999875 0.866667 0.999825 0.866667
4th 0.998950 0.966667 0.999850 0.966667 0.999850 0.633333 0.999850 0.633333
5th 0.998900 1.000000 0.998875 1.000000 0.999675 1.000000 0.999700 1.000000
average 0.998900 0.889377 0.998879 0.872601 0.999855 0.757289 0.999840 0.757289