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Table 6 The identification and verification rates on NCI-60 data set with the P-values < 0.05

From: Identifying drug-pathway association pairs based on L2,1-integrative penalized matrix decomposition

Method Number of identification Number of verification Verification rate Identification rate
L 2, 1-iPaD 562 163 0.0278 0.0959
iPaD 247 74 0.0126 0.0422
iFada 123 25.2 0.0043 0.0210
  1. Note: aThe results of iFad method are derived from the reference thirteen. And the identification number denotes the number of drug-pathway association pairs, which posterior probabilities are no more than 0.9. The number of verification denotes the number of identified drug-pathway association pairs, which are validated in the CancerResource
  2. The superior results are in italic type