New Variable Selection Method Using Interval Segmentation Purity with Application to Blockwise Kernel Transform Support Vector Machine Classification of High-Dimensional Microarray Data.
Li-Juan TangWen DuHaiyan FuJian-Hui JiangHai-Long WuGuo-Li ShenRu-Qin YuPublished in: J. Chem. Inf. Model. (2009)
Keyphrases
- high dimensional
- variable selection
- microarray data
- cross validation
- gene expression microarray data
- gene function prediction
- support vector machine classification
- dimension reduction
- pairwise
- microarray
- clustering method
- computer vision
- model selection
- feature space
- support vector machine svm
- high dimensional data
- maximum likelihood
- gene expression
- data points
- object recognition
- microarray datasets
- gene sets
- pattern recognition
- similarity measure
- image segmentation