Predicting risk of complications following a drug eluting stent procedure: A SVM approach for imbalanced data.
Ramkiran GouripeddiVineeth Nallure BalasubramanianSethuraman PanchanathanJenni HarrisAmbika BhaskaranRobert M. SiegelPublished in: CBMS (2009)
Keyphrases
- imbalanced data
- support vector machine
- feature selection
- class distribution
- imbalanced datasets
- linear regression
- svm classifier
- ensemble methods
- classification models
- random forest
- support vector machine svm
- ensemble classifier
- sampling methods
- support vector
- decision trees
- machine learning
- knn
- data sets
- feature space
- cost sensitive
- training data