Exploring Alternative Strategies for the Identification of Potent Compounds Using Support Vector Machine and Regression Modeling.
Tomoyuki MiyaoKimito FunatsuJürgen BajorathPublished in: J. Chem. Inf. Model. (2019)
Keyphrases
- support vector machine
- multi class
- support vector
- support vector regression
- data mining
- model selection
- experimental data
- svm classifier
- support vector machines for classification
- polynomial regression
- online auctions
- regression model
- probabilistic model
- feature vectors
- linear regression
- hyperplane
- drug discovery
- svm classification
- regression methods
- feature selection
- machine learning