Ensemble gene selection by grouping for microarray data classification.
Huawen LiuLei LiuHuijie ZhangPublished in: J. Biomed. Informatics (2010)
Keyphrases
- microarray data classification
- gene selection
- ensemble learning
- survival prediction
- microarray data
- feature ranking
- microarray
- feature selection
- cancer classification
- cancer diagnosis
- gene expression data
- gene expression profiles
- ensemble methods
- gene expression
- dna microarray
- support vector machine svm
- random forest
- training set
- neural network
- wilcoxon rank sum
- data preprocessing
- high throughput
- microarray datasets
- concept drift
- generalization ability
- training data