A Cost Sensitive Ensemble Method for Medical Prediction.
Liangyuan LiMei ChenHanhu WangWei ChenZhiyong GuoPublished in: DBTA (2009)
Keyphrases
- cost sensitive
- ensemble methods
- prediction accuracy
- uncertainty sampling
- base classifiers
- binary classification
- base learners
- multi class
- cost sensitive learning
- misclassification costs
- cost sensitive classification
- naive bayes
- ensemble classifier
- active learning
- decision trees
- class distribution
- benchmark datasets
- random forest
- class imbalance
- probability estimates
- machine learning methods
- ensemble members
- support vector machine
- classification error
- data sets
- similarity measure
- pairwise
- neural network