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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