Classification of Pharmacological Activity of Drugs Using Support Vector Machine.
Yoshimasa TakahashiKatsumi NishikooriSatoshi FujishimaPublished in: Active Mining (2003)
Keyphrases
- multiclass classification
- support vector machine
- multi class
- svm classification
- support vector
- feature vectors
- svm classifier
- machine learning algorithms
- machine learning
- kernel function
- support vector machine svm
- feature selection
- k nearest neighbor
- feature space
- training data
- classification algorithm
- small sample
- classification method
- drug discovery
- high classification accuracy
- multi class svm
- multi class support vector machines
- decision boundary
- classification scheme
- support vector regression
- generalization ability
- kernel methods
- machine learning methods
- feature set
- classification accuracy
- training set
- feature extraction
- learning algorithm