QSAR Models for the Prediction of Binding Affinities to Human Serum Albumin Using the Heuristic Method and a Support Vector Machine.
C. X. XueRuisheng ZhangHuanxiang LiuXiaojun YaoMancang LiuZhide HuBo Tao FanPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- support vector machine
- classification method
- significant improvement
- prediction model
- detection method
- support vector machine svm
- probabilistic model
- multiple linear regression
- combinatorial optimization
- pairwise
- multi class
- dynamic programming
- computational complexity
- parameter estimation
- prediction accuracy
- training data
- statistical methods
- linear regression
- search procedure
- machine learning
- data sets
- support vector
- bayesian networks
- feature extraction
- support vector regression