The influence of negative training set size on machine learning-based virtual screening.
Rafal KurczabSabina SmuszAndrzej J. BojarskiPublished in: J. Cheminformatics (2014)
Keyphrases
- training set size
- machine learning
- virtual screening
- training set
- drug discovery
- training data
- class distribution
- machine learning methods
- generalization error
- learning algorithm
- similarity searching
- decision trees
- support vector machine
- text mining
- machine learning algorithms
- supervised learning
- active learning
- data mining
- semi supervised learning
- text classification
- learning curve
- classification accuracy
- database
- semi supervised