Evaluating feature-selection stability in next-generation proteomics.
Wilson Wen Bin GohLimsoon WongPublished in: J. Bioinform. Comput. Biol. (2016)
Keyphrases
- feature selection
- text categorization
- statistical learning
- mutual information
- text classification
- feature space
- model selection
- method for feature selection
- classification accuracy
- stability of feature selection
- machine learning
- web intelligence
- sparse pca
- data sets
- support vector machine
- feature extraction
- high dimensionality
- multi class
- feature subset
- support vector
- feature selection algorithms
- discriminative features
- stability analysis
- feature selection and classification
- microarray classification
- redundant features
- multi task
- classification models
- microarray data
- gene expression data
- dimensionality reduction