A Comparative Study on Feature Selection in Regression for Predicting the Affinity of TAP Binding Peptides.
Xueling LiShu-Lin WangPublished in: ICIC (2) (2010)
Keyphrases
- major histocompatibility complex
- binding peptides
- feature selection
- supervised feature selection
- support vector machines for classification
- model selection
- support vector
- regression model
- regression problems
- text categorization
- mutual information
- text classification
- feature set
- feature extraction
- gaussian processes
- feature selection algorithms
- support vector regression
- information gain
- feature space
- multi task
- feature subset
- linear regression
- cross validation
- dimension reduction
- microarray data
- data mining
- dimensionality reduction
- classification accuracy
- high dimensionality
- selected features
- pairwise
- decision trees
- machine learning