Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods.
Carlos J. Alonso-GonzálezQ. Isaac Moro-SanchoMaría Arancha Simón HurtadoRicardo Varela-ArrabalPublished in: Expert Syst. Appl. (2012)
Keyphrases
- attribute selection
- machine learning methods
- classification models
- decision trees
- classification accuracy
- support vector
- support vector machine
- support vector machine svm
- decision tree induction
- cross validation
- data sets
- text classification
- training set
- machine learning algorithms
- feature vectors
- classification algorithm
- classification rules
- machine learning
- model selection
- svm classifier
- high dimensionality
- feature space
- feature extraction
- microarray datasets