Table 4

Performance comparisons with other methods on the TAA data.

Classifier

Number of signature genes

Accuracy in independent samples

p-value

Transcriptional Network Classifier (this research)

34

81.8%

---

Principal Component Analysis with Linear Discriminant Analysis

49

71.6%

10^-7

Prediction Analysis for Microarray [40]

41

78.4%

0.0091

Weighted Voting [1]

126

51.9%

10^-20

Chang and Ramoni BMC Bioinformatics 2009 10(Suppl 9):S1   doi:10.1186/1471-2105-10-S9-S1