Support Vector Regression based QSAR of anti-Haemophilus Influenzae activity of orally administered cephalosporins.
Qin YangWen-Cong LuXu LiuTian Hong GuPublished in: Int. J. Funct. Informatics Pers. Medicine (2009)
Keyphrases
- support vector
- cross validation
- generalization ability
- support vector machine
- logistic regression
- drug discovery
- radial basis function
- classification accuracy
- activity patterns
- human activities
- undergraduate students
- hyperplane
- decision function
- support vectors
- kernel methods
- svm classifier
- loss function
- binary classification
- learning machines
- e learning
- activity theory
- security protection