Transcriptional network classifiers

BMC Bioinformatics

Table 3 Performance comparisons with other methods on the lung cancer data.

Classifier	Number of signature genes	Accuracy in independent samples	p-value
Transcriptional Network Classifier (this research)	25	95.2%	---
Principal Component Analysis with Linear Discriminant Analysis	13	91.2%	0.0047
Prediction Analysis for Microarray [40]	77	91.0%	0.0014
Weighted Voting [1]	800	93.4%	0.6240

ISSN: 1471-2105