Lead Hopping Using SVM and 3D Pharmacophore Fingerprints.
Jamal C. SaehPaul D. LyneBryan K. TakasakiDavid A. CosgrovePublished in: J. Chem. Inf. Model. (2005)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature selection
- knn
- machine learning
- multi class
- feature vectors
- kernel function
- data mining
- generalization ability
- support vectors
- feature space
- classification algorithm
- kernel methods
- training data
- k nearest neighbor
- image processing
- logistic regression
- hyperplane
- multi class classification
- drug discovery
- personal identification