Table 2

The AUC results for training and test datasets of D. melanogaster 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

0.999255

0.707692

0.999977

0.738462

0.999961

0.769231

0.999938

0.769231


2nd

0.997928

0.818182

0.997905

0.848485

0.999938

0.727273

0.999736

0.727273


3rd

0.997920

0.708333

0.997920

0.562500

0.999922

0.645833

0.999884

0.625000


4th

0.998660

0.863636

0.999318

0.886364

0.999814

0.840909

0.999853

0.840909


5th

0.999234

0.819444

0.999954

0.833333

0.999861

0.527778

0.999923

0.527778


average

0.998599

0.783458

0.999015

0.773829

0.999899

0.702205

0.999867

0.698038


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

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