Neighborhood Rough Set Reduction-Based Gene Selection and Prioritization for Gene Expression Profile Analysis and Molecular Cancer Classification
Figure 1
The framework of our analysis method. (a) An ensemble classifier was constructed on the basis of the selected genes subsets by HBFSNRS with a specific threshold value . (b) Another ensemble classifier was constructed based on classification results of each value. (c) denotes the significance of genes, which is defined as (6).