Predictions of BuChE Inhibitors Using Support Vector Machine and Naive Bayesian Classification Techniques in Drug Discovery.
Jiansong FangRanyao YangLi GaoDan ZhouShengqian YangAi-lin LiuGuan-hua DuPublished in: J. Chem. Inf. Model. (2013)
Keyphrases
- naive bayesian
- drug discovery
- support vector machine
- pharmaceutical industry
- naive bayesian classifier
- virtual screening
- scientific data
- early stage
- biological systems
- feature vectors
- systems biology
- machine learning
- feature selection
- data mining
- feature weighting
- marginal likelihood
- data mining tools
- knn
- kernel function
- knowledge discovery
- feature space
- discovery process
- support vector
- training data
- regression model
- decision trees