HykGene: a hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data.
Yuhang WangFillia MakedonJames C. FordJustin D. PearlmanPublished in: Bioinform. (2005)
Keyphrases
- microarray gene expression data
- cancer classification
- microarray datasets
- microarray data
- gene expression
- gene expression data
- informative genes
- microarray
- gene selection
- classification accuracy
- feature selection
- pattern recognition
- gene expression profiles
- gene regulatory networks
- decision trees
- support vector
- dna microarray
- feature extraction
- random forest
- machine learning
- cancer diagnosis
- support vector machine
- classification models
- training set
- feature vectors
- genomic data
- high dimensionality
- machine learning methods
- nearest neighbor
- support vector machine svm