Support vector machines for predicting HIV protease cleavage sites in protein.
Yu-Dong CaiXiao-Jun LiuXue-biao XuKuo-Chen ChouPublished in: J. Comput. Chem. (2002)
Keyphrases
- hiv protease
- support vector
- coarse grained
- protein protein interactions
- sequence analysis
- fine grained
- linear support vector machines
- logistic regression
- human immunodeficiency virus
- cross validation
- protein sequences
- high throughput
- svm classifier
- classification accuracy
- encoding schemes
- support vector machine
- sequence data
- kernel function
- drug resistance
- computational methods
- loss function
- feature selection
- biological data
- amino acids
- generalization ability
- kernel methods
- training examples
- network topology