Incremental Wrapper Based Random Forest Gene Subset Selection for Tumor Discernment.
Alia FatimaUsman QamarSaad RehmanAiman Khan NazirPublished in: DEXA Workshops (2018)
Keyphrases
- random forest
- subset selection
- feature selection
- feature set
- cancer classification
- random forests
- feature ranking
- gene expression data
- microarray datasets
- decision trees
- ensemble methods
- microarray
- gene expression
- fold cross validation
- text categorization
- gene selection
- ensemble learning
- hill climbing
- machine learning
- classification accuracy
- microarray data
- support vector machine
- feature space
- multi label
- knn
- machine learning methods
- feature extraction
- decision tree learning algorithms