Gene Selection Using Random Forest and Proximity Differences Criterion on DNA Microarray Data.
Qifeng ZhouWencai HongLinkai LuoFan YangPublished in: J. Convergence Inf. Technol. (2010)
Keyphrases
- dna microarray data
- random forest
- gene selection
- cancer classification
- cancer diagnosis
- microarray data
- microarray
- relevant genes
- dna microarray
- gene expression data
- decision trees
- feature selection
- feature set
- feature ranking
- ensemble methods
- gene expression profiles
- ensemble learning
- gene expression
- biologically relevant
- microarray data analysis
- support vector machine svm
- graph cuts
- microarray datasets
- prediction accuracy
- machine learning methods
- fold cross validation
- genetic algorithm ga
- high dimensionality
- high dimensional
- pattern recognition
- cluster analysis
- feature extraction
- logistic regression