A novel ensemble of classifiers that use biological relevant gene sets for microarray classification.
Miguel Reboiro-JatoFernando DíazDaniel Glez-PeñaFlorentino Fdez-RiverolaPublished in: Appl. Soft Comput. (2014)
Keyphrases
- gene sets
- microarray classification
- microarray data
- gene selection
- feature selection
- microarray
- microarray datasets
- gene expression
- biological data
- data sets
- high dimensional
- feature ranking
- gene expression data
- ensemble learning
- training data
- statistical significance
- cluster analysis
- gene ontology
- fold cross validation
- ensemble methods
- feature selection algorithms
- naive bayes
- text categorization
- mutual information
- learning algorithm
- machine learning