Feature Selection of Support Vector Regression for Quantitative Structure-Activity Relationships (QSAR).
Lei HuangHsiao-Mei LuYang DaiPublished in: METMBS (2003)
Keyphrases
- quantitative structure activity
- support vector regression
- drug design
- drug discovery
- support vector classification
- feature selection
- support vector
- kernel learning
- regression model
- support vector machine
- kernel function
- support vector machine svm
- hybrid model
- protein protein interactions
- protein structure prediction
- model selection
- systems biology
- data sets
- singular spectrum analysis
- complex valued
- response surface methodology
- protein sequences
- early stage
- feature extraction
- data mining
- discovery process
- scientific data
- high dimensionality
- social network analysis
- fine grained
- solution path
- feature set
- classification accuracy