A greedy algorithm for gene selection based on SVM and correlation.
Mingjun SongSanguthevar RajasekaranPublished in: Int. J. Bioinform. Res. Appl. (2010)
Keyphrases
- gene selection
- greedy algorithm
- microarray data
- support vector machine svm
- microarray
- cancer classification
- greedy algorithms
- microarray classification
- gene expression data
- worst case
- gene expression profiles
- dynamic programming
- cancer diagnosis
- objective function
- feature selection
- influence maximization
- gene expression
- greedy strategy
- wilcoxon rank sum
- microarray datasets
- feature ranking
- support vector machine
- machine learning methods
- knn
- data analysis
- cluster analysis
- learning algorithm
- influence spread
- machine learning