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

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

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