Classification of Cyclooxygenase-2 Inhibitors Using Support Vector Machine and Random Forest Methods.
Zijian QinYao XiShengde ZhangGuiping TuAixia YanPublished in: J. Chem. Inf. Model. (2019)
Keyphrases
- random forest
- support vector machine
- machine learning methods
- classification method
- feature reduction
- decision trees
- fold cross validation
- ensemble classifier
- support vector
- feature set
- benchmark datasets
- machine learning algorithms
- decision tree learning algorithms
- machine learning
- classification models
- classification accuracy
- random forests
- feature vectors
- training data
- majority voting
- neural network
- support vector machine svm
- svm classifier
- classification algorithm
- unsupervised learning
- image classification
- learning algorithm