Prediction of standard Gibbs energies of the transfer of peptide anions from aqueous solution to nitrobenzene based on support vector machine and the heuristic method.
Feng LuanXiaoyun ZhangHaixia ZhangRuisheng ZhangMancang LiuZhide HuBo Tao FanPublished in: J. Comput. Aided Mol. Des. (2006)
Keyphrases
- support vector machine
- pairwise
- similarity measure
- closed form
- optimal solution
- cost function
- classification method
- machine learning
- heuristic methods
- search procedure
- high accuracy
- multi class
- objective function
- support vector machine svm
- svm classifier
- dynamic programming
- prediction model
- feature selection
- data sets
- initial solution