PREAL: prediction of allergenic protein by maximum Relevance Minimum Redundancy (mRMR) feature selection.
Jing WangDabing ZhangJing LiPublished in: BMC Syst. Biol. (2013)
Keyphrases
- minimum redundancy
- feature selection
- subcellular localization
- protein secondary structure
- contact map
- feature ranking
- contact maps
- prediction accuracy
- text categorization
- protein secondary structure prediction
- drug design
- machine learning
- protein structure prediction
- protein interaction
- protein structure
- classification accuracy
- mutual information
- protein tertiary structure
- predicting protein
- amino acids
- information gain
- prediction model
- experimentally determined
- protein interaction data
- remote homology detection
- protein sequences
- classification models
- protein function prediction
- protein classification
- feature subset
- high dimensionality
- text classification
- feature space
- models built
- selected features
- feature selection algorithms
- feature relevance
- microarray data
- physicochemical properties
- model selection
- support vector machine