A novel approach for solving skewed classification problem using cluster based ensemble method.
Gillala RekhaV. Krishna ReddyAmit Kumar TyagiPublished in: Math. Found. Comput. (2020)
Keyphrases
- ensemble methods
- machine learning methods
- benchmark datasets
- decision trees
- generalization ability
- classifier ensemble
- ensemble classifier
- classification accuracy
- uci data sets
- support vector machine
- classification models
- random forests
- support vector machine svm
- multilabel classification
- pattern recognition
- ensemble learning
- random forest
- machine learning
- image classification
- classification algorithm
- individual classifiers
- prediction accuracy
- feature selection
- rule learning
- ensemble members
- base learners
- cost sensitive
- cross validation
- machine learning algorithms
- training samples
- learning algorithm