Tumor classification by combining PNN classifier ensemble with neighborhood rough set based gene reduction.
Shu-Lin WangXueling LiShanwen ZhangJie GuiDe-Shuang HuangPublished in: Comput. Biol. Medicine (2010)
Keyphrases
- classifier ensemble
- tumor classification
- gene selection
- gene expression data
- gene expression profiles
- microarray
- microarray data
- ensemble methods
- named entity recognition
- neural network
- gene expression
- cancer classification
- multi step
- rough sets
- feature selection
- base classifiers
- nearest neighbor
- machine learning
- ensemble classifier
- classification algorithm
- feature vectors
- named entities
- prediction accuracy