Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection.
Jun Chin AngAndri MirzalHabibollah HaronHaza Nuzly Abdull HamedPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2016)
Keyphrases
- gene selection
- feature selection
- unsupervised and semi supervised
- semi supervised
- microarray data
- maximum margin
- microarray classification
- cancer classification
- microarray
- gene expression data
- support vector
- support vector machine
- feature ranking
- dna microarray
- cancer diagnosis
- gene expression profiles
- tumor classification
- text classification
- multi task
- microarray datasets
- information gain
- unsupervised learning
- wilcoxon rank sum
- pairwise
- unlabeled data
- feature set
- classification accuracy
- multi class
- semi supervised learning
- labeled data
- learning algorithm
- feature space
- gene expression
- feature extraction
- wrapper method
- text categorization
- model selection
- multiple kernel learning
- knn
- support vector machine svm
- maximum likelihood
- semi definite programming
- dimensionality reduction
- feature selection algorithms
- feature subset
- high dimensionality