An Entropy-based gene selection method for cancer classification using microarray data.
Xiaoxing LiuArun KrishnanAdrian MondryPublished in: BMC Bioinform. (2005)
Keyphrases
- gene selection
- microarray data
- cancer classification
- microarray
- microarray analysis
- support vector machine svm
- dna microarray data
- gene expression data
- feature selection
- gene sets
- dna microarray
- cancer diagnosis
- gene expression
- high dimensional
- microarray classification
- relevant genes
- cluster analysis
- random forest
- microarray data analysis
- data sets
- informative genes
- microarray datasets
- gene expression profiles
- support vector machine
- colon cancer
- gene expression datasets
- clustering method
- gene expression patterns
- biologically relevant
- feature ranking
- unsupervised learning
- classification accuracy
- similarity measure
- microarray technology
- high throughput
- small number of samples
- machine learning