Network-Based Logistic Classification with an Enhanced Solver Reveals Biomarker and Subnetwork Signatures for Diagnosing Lung Cancer

Table 2

The results of the enhanced net, net, net, and Elastic net on LC dataset, respectively.

	Selected genes	Connected genes	Connected edges	Cross validation error	Test error
Eh_ net	171	54	41	6/70	5/37
net	193	61	47	6/70	6/37
net	500	150	121	7/70	6/37
	636	337	510	6/70	6/37

Results of analysis of LC gene expression dataset by four procedures, including the number of genes selected, the number of linked PPI network genes, the number of linked PPI network edges, the CV error, and test errors.