Drug design by machine learning: ensemble learning for QSAR modeling.
Ying LiuPublished in: ICMLA (2005)
Keyphrases
- drug design
- ensemble learning
- machine learning
- ensemble methods
- protein structure prediction
- drug discovery
- generalization ability
- protein protein interactions
- machine learning methods
- random forest
- learning algorithm
- pattern recognition
- active learning
- information extraction
- fine grained
- base classifiers
- neural network
- unlabeled data
- support vector machine
- similarity measure
- decision trees
- data mining