Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data.
Hongyi PengChunfu JiangXiang FangJinshan LiuPublished in: Appl. Math. Comput. (2014)
Keyphrases
- selection algorithm
- variable selection
- microarray data
- high dimensional
- feature selection
- microarray
- gene function prediction
- gene selection
- data sets
- gene expression data
- gene expression microarray data
- gene expression
- cross validation
- feature subset
- dimension reduction
- cluster analysis
- high dimensional data
- low dimensional
- small sample size
- model selection
- microarray classification
- data points
- high dimensionality
- feature space
- search algorithm
- dimensionality reduction
- gene sets
- training samples
- simulated annealing
- computer vision
- ls svm
- genetic algorithm
- data mining