A combinational feature selection and ensemble neural network method for classification of gene expression data.
Bing LiuQinghua CuiTianzi JiangSongde MaPublished in: BMC Bioinform. (2004)
Keyphrases
- feature selection
- gene expression data
- neural network
- classification accuracy
- feature set
- support vector machine
- gene expression microarray data
- support vector machine svm
- tumor classification
- model selection
- gene expression data sets
- microarray
- gene expression
- high dimensionality
- feature extraction
- machine learning
- clustering algorithm
- gene expression profiles
- feature ranking
- gene selection
- classification models
- feature subset
- training set
- machine learning methods
- support vector
- unsupervised learning
- feature space