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

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


Hayashida et al. BMC Systems Biology 2011 5(Suppl 1):S8   doi:10.1186/1752-0509-5-S1-S8

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