Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles.
Yang LiuAijun AnXiangji HuangPublished in: PAKDD (2006)
Keyphrases
- ensemble methods
- imbalanced datasets
- prediction accuracy
- base classifiers
- ensemble learning
- imbalanced data
- random forests
- base learners
- generalization ability
- ensemble classifier
- improve the prediction accuracy
- binary classification
- random forest
- support vector machine svm
- classification error
- class distribution
- support vector machine
- machine learning
- markov random field
- bayesian networks