One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification.
Kaibo DuanJagath C. RajapakseMinh Ngoc NguyenPublished in: EvoBIO (2007)
Keyphrases
- multi class
- cancer classification
- gene selection
- feature selection
- support vector machine
- multi class classification
- microarray data
- cancer diagnosis
- microarray
- gene expression data
- feature selection algorithms
- pairwise
- binary classification
- support vector machine svm
- gene expression
- cost sensitive
- gene expression profiles
- microarray datasets
- binary classifiers
- feature ranking
- feature space
- pattern recognition
- text categorization
- random forest
- clustering algorithm
- image processing
- high dimensional
- machine learning
- training data
- svm classifier
- unsupervised learning
- model selection
- knn