Cost Sensitive SVM with Non-informative Examples Elimination for Imbalanced Postoperative Risk Management Problem.
Maciej ZiebaJerzy SwiatekMarek LubiczPublished in: ICSS (2013)
Keyphrases
- cost sensitive
- risk management
- class imbalance
- class distribution
- multi class
- binary classification
- support vector machine
- misclassification costs
- cost sensitive learning
- decision support system
- risk assessment
- cost sensitive classification
- naive bayes
- active learning
- fraud detection
- imbalanced data
- project management
- minority class
- support vector
- data sets
- svm classifier
- multi class classification
- management system
- training examples
- feature space
- expert systems
- decision makers
- boosting algorithms
- training data
- software projects
- multi label