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

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