Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles.
Naoto YukinawaShigeyuki ObaKikuya KatoShin IshiiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2009)
Keyphrases
- multi class
- gene expression profiles
- cancer diagnosis
- binary classifiers
- cancer classification
- binary classification
- gene selection
- multiclass classification
- gene expression
- gene expression data
- microarray
- multiclass problems
- error correcting output codes
- multi class classification
- microarray data
- self organizing maps
- cost sensitive
- feature selection
- support vector machine
- pairwise
- data sets
- clustering analysis
- binary classification problems
- multi task
- random forest
- hyperplane
- cross validation
- classification accuracy
- pattern recognition