Identification of small molecule aggregators from large compound libraries by support vector machines.
Hanbing RaoZe-Rong LiXiang-Yuan LiXiao Hua MaChoong Yong UngHu LiXianghui LiuYu Zong ChenPublished in: J. Comput. Chem. (2010)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- digital libraries
- feature selection
- logistic regression
- support vector machine
- small number
- cross validation
- database
- kernel function
- radial basis function
- generalization ability
- artificial intelligence
- automatic identification
- information retrieval
- artificial neural networks
- high dimensional
- feature space
- feature extraction
- ls svm
- multi class classification
- online news