Drug/nondrug classification with consensual Self-Organising Map and Self-Organising Global Ranking algorithms.
Ayca C. PehlivanliOkan K. ErsoyTurgay IbrikciPublished in: Int. J. Comput. Biol. Drug Des. (2008)
Keyphrases
- affinity graph
- ranking algorithm
- link analysis
- support vector machine
- classification accuracy
- support vector
- feature selection
- feature vectors
- text classification
- benchmark datasets
- machine learning methods
- ranking functions
- link structure
- machine learning
- information extraction
- supervised learning
- feature set
- feature space
- generalization ability
- feature extraction
- generalization bounds
- manifold ranking