A novel ensemble approach for multicategory classification of DNA microarray data using biological relevant gene sets.
Miguel Reboiro-JatoDaniel Glez-PeñaFernando DíazFlorentino Fdez-RiverolaPublished in: Int. J. Data Min. Bioinform. (2012)
Keyphrases
- dna microarray data
- gene sets
- gene selection
- microarray data
- cancer classification
- dna microarray
- microarray
- biologically relevant
- cancer diagnosis
- gene expression data
- microarray data analysis
- biological data
- microarray datasets
- feature selection
- gene expression
- pattern recognition
- gene expression profiles
- molecular biology
- feature extraction
- high dimensional
- gene ontology
- biological processes
- support vector
- data sets
- support vector machine svm
- text classification
- feature space
- machine learning methods
- feature vectors
- biological systems
- fold cross validation
- high throughput
- machine learning