Effect of Molecular Descriptor Feature Selection in Support Vector Machine Classification of Pharmacokinetic and Toxicological Properties of Chemical Agents.
Ying XueZe-Rong LiChun Wei YapLi Zhi SunXin ChenYu Zong ChenPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- feature selection
- support vector machine classification
- multi agent
- multi agent systems
- multiagent systems
- feature extraction
- cooperative
- dynamic environments
- intelligent agents
- drug discovery
- multiple agents
- software agents
- autonomous agents
- support vector
- virtual screening
- object recognition
- text categorization
- action recognition
- mutual information
- feature space
- mobile agents
- shape descriptors
- linear combination
- generative model
- chemical reaction
- molecular level