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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