Investigation of classification methods for the prediction of activity in diverse chemical libraries.
Steven L. DixonHugo O. VillarPublished in: J. Comput. Aided Mol. Des. (1999)
Keyphrases
- neural networks and support vector machines
- benchmark datasets
- classification systems
- classification method
- machine learning methods
- significant improvement
- pattern recognition
- preprocessing
- machine learning
- benchmark data sets
- prediction accuracy
- active learning
- pattern classification
- classification models
- multimedia
- predictive model
- robust classification
- support vector machine svm
- real world
- svm classifier
- cross validation
- classification accuracy
- feature space
- classification scheme
- digital libraries