analytical tool for multiclass gene selection and predictive classification.
Guoqiang YuHuai LiSook S. HaIe-Ming ShihRobert ClarkeEric P. HoffmanSubha MadhavanJianhua XuanYue Joseph WangPublished in: Bioinform. (2011)
Keyphrases
- multi class
- gene selection
- multiclass classification
- support vector machine
- feature selection
- binary classifiers
- multiclass support vector machines
- cost sensitive classification
- multi class classification
- multiclass problems
- multiple classes
- cancer classification
- class probabilities
- cost sensitive
- support vector machine svm
- microarray data
- ovarian cancer
- binary classification problems
- binary classification
- error correcting output codes
- classification accuracy
- pairwise
- gene expression profiles
- gene expression data
- feature extraction
- microarray
- machine learning methods
- svm classifier
- machine learning
- base classifiers
- support vector
- classification models
- model selection
- pattern recognition
- random forest
- high dimensionality
- training samples
- image classification
- feature set
- decision trees
- feature space
- knn