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Table 1 The number of drugs given statistically-significant prediction of the responses. Here we define a drug that achieves the correlation coefficient more than 0.33 as a successfully predicted, which is derived from one sample t-test with the probability less than 0.01 examining the null hypothesis of "no correlation."

From: Network-based de-noising improves prediction from microarray data

 

None

Corr

Corr+Sim

Corr+GO

Corr+PPi

All

Unweighted

Corr&Drug

All&Drug

PCR

983

1,027

1,043

1,018

995

1,037

988

1,065

1,085

kNN

867

794

925

886

815

937

565

861

994