An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data.
Tahira AlamChowdhury Farhan AhmedSabit Anwar ZahinMuhammad Asif Hossain KhanMaliha Tashfia IslamPublished in: ICDM (2018)
Keyphrases
- ensemble methods
- multi class classification
- binary classification
- base learners
- prediction accuracy
- multi class
- ensemble learning
- benchmark datasets
- random forests
- machine learning methods
- base classifiers
- decision trees
- support vector
- ensemble classifier
- random forest
- generalization ability
- machine learning
- linear regression
- training data
- regression problems
- cost sensitive
- feature subset
- classification algorithm
- data points
- class distribution
- feature vectors