Lung Cancer is one of the cancer types with most significant mortality rate, mainly because disease's slow detection. Therefore, early identification this disease crucial. However, primary issue microarray curse dimensionality. This problem related to characteristic data, which has a small sample size yet many attributes. Moreover, could lower accuracy detection systems. Various machines and de...

MOTIVATION Microarray data analysis has expanded from testing individual genes for differential expression to testing gene sets for differential expression. The tests at the gene set level may focus on multivariate expression changes or on the differential expression of at least one gene in the gene set. These tests may be powerful at detecting subtle changes in expression, but findings at the ...