Exploring effect of preprocessing on classifier ensembles in imbalanced dataset classification.
Uma R. SalunkheSuresh N. MaliPublished in: ICACCI (2015)
Keyphrases
- preprocessing
- classifier ensemble
- imbalanced datasets
- feature extraction
- classification algorithm
- ensemble methods
- support vector machine
- image classification
- text classification
- support vector machine svm
- svm classifier
- support vector
- preprocessing step
- cost sensitive learning
- training dataset
- class imbalance
- benchmark datasets
- class distribution
- generalization ability
- base classifiers
- classification models
- data sets
- small number
- classification accuracy
- feature space
- feature selection
- machine learning
- neural network