Classification of Large microarray Datasets Using Fast Random Forest Construction.
Elena A. ManilichZ. Meral ÖzsoyogluValeriy TrubachevTomas RadivoyevitchPublished in: J. Bioinform. Comput. Biol. (2011)
Keyphrases
- random forest
- cancer classification
- microarray datasets
- feature ranking
- decision trees
- feature set
- fold cross validation
- microarray
- microarray data
- feature selection
- decision tree learning algorithms
- classification accuracy
- ensemble methods
- classification method
- gene expression data
- gene expression
- multi label
- ensemble classifier
- evolutionary algorithm
- support vector machine svm
- classification models
- class labels
- gene expression profiles
- feature space
- support vector machine
- svm classifier
- logistic regression
- ensemble learning
- multi layer perceptron
- feature vectors
- naive bayes
- feature extraction
- image segmentation