A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.
Alexander R. StatnikovConstantin F. AliferisIoannis TsamardinosDouglas P. HardinShawn LevyPublished in: Bioinform. (2005)
Keyphrases
- cancer diagnosis
- comprehensive evaluation
- systematic evaluation
- machine learning methods
- pattern recognition
- gene selection
- preprocessing
- decision trees
- cancer classification
- classification accuracy
- support vector machine
- benchmark datasets
- image classification
- microarray data
- gene expression profiles
- terms of classification accuracy
- feature extraction