Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Selection Based on Random Forest.
Kohbalan MoorthyMohd Saberi MohamadSafaai DerisPublished in: PAKDD Workshops (2013)
Keyphrases
- multi class
- random forest
- cancer classification
- microarray data
- base classifiers
- gene selection
- feature selection
- prediction accuracy
- ensemble methods
- random forests
- decision trees
- support vector machine
- ensemble classifier
- feature set
- fold cross validation
- binary classification
- pairwise
- microarray
- multi label
- ensemble learning
- gene expression data
- gene expression profiles
- cost sensitive
- gene expression
- feature ranking
- training data
- data sets
- high dimensional
- binary classifiers
- gene sets
- training set
- classification accuracy
- microarray datasets