Direct integration of microarrays for selecting informative genes and phenotype classification.
Youngmi YoonJongchan LeeSanghyun ParkSangjay BienHyun Cheol ChungSun Young RhaPublished in: Inf. Sci. (2008)
Keyphrases
- informative genes
- microarray data
- gene expression
- cancer classification
- gene selection
- microarray
- gene expression data
- microarray datasets
- decision trees
- classification accuracy
- microarray gene expression data
- pattern recognition
- text classification
- high dimensionality
- feature selection
- dna microarray
- machine learning
- unsupervised learning
- training set
- support vector
- gene expression analysis
- feature extraction
- selected genes
- high throughput
- support vector machine svm
- text categorization
- classification models
- supervised learning
- support vector machine
- microarray data analysis