Collective of Base Classifiers for Mining Imbalanced Data.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: ICCS (1) (2022)
Keyphrases
- imbalanced data
- base classifiers
- ensemble methods
- ensemble classifier
- class distribution
- decision trees
- multi class
- ensemble learning
- random forest
- training set
- prediction accuracy
- linear regression
- meta learning
- test data
- classification error
- benchmark datasets
- naive bayes
- base learners
- support vector machine
- classification models
- feature selection
- feature set
- cost sensitive
- knowledge discovery
- sampling methods
- random forests
- class labels
- machine learning
- data mining
- test set
- genetic programming
- text mining
- nearest neighbor
- training data