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Table 1 The AUC results for training and test datasets of H. sapiens 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 0.999366 0.989247 0.999366 0.881720 0.999819 0.709677 0.999602 0.709677
2nd 0.998787 0.919355 0.999312 0.923387 0.999909 0.875000 0.999330 0.854839
3rd 1.000000 0.847222 1.000000 0.833333 1.000000 0.861111 1.000000 0.861111
4th 0.999351 0.989583 0.999369 1.000000 0.999856 0.989583 0.999351 0.989583
5th 0.999333 0.842365 0.999369 0.827586 0.999982 0.798030 0.999802 0.798030
average 0.999367 0.917554 0.999483 0.893205 0.999913 0.846680 0.999617 0.842648