The Importance of the Regression Model in the Structure-Based Prediction of Protein-Ligand Binding.
Hongjian LiKwong-Sak LeungMan Hon WongPedro J. BallesterPublished in: CIBB (2014)
Keyphrases
- probability distribution
- regression model
- prediction intervals
- prediction model
- contact map
- drug design
- linear regression model
- regression analysis
- multiple linear regression
- survival analysis
- regression methods
- kernel regression
- linear model
- gaussian process
- model selection
- generalized linear models
- drug discovery
- protein structure prediction
- target variable
- multivariate regression
- support vector regression
- subcellular localization
- semi parametric
- machine learning
- explanatory variables
- protein sequences