Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines.
Alaa TharwatYasmine S. MoemenAboul Ella HassanienPublished in: J. Biomed. Informatics (2017)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- learning machines
- support vector machine
- cross validation
- generalization ability
- feature selection
- pattern recognition
- support vector machine svm
- machine learning
- svm classification
- image classification
- multi class classification
- automatic classification
- decision trees
- feature space
- binary classification
- svm classifier
- margin maximization
- classification algorithm
- logistic regression
- kernel function
- model selection
- feature vectors
- training examples
- text classification
- feature ranking
- supervised learning
- soft margin
- scheduling problem