Research Article

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 𝛿 . (b) Another ensemble classifier was constructed based on classification results of each 𝛿 value. (c) s i g denotes the significance of genes, which is defined as (6).
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