EPX: An R package for the ensemble of subsets of variables for highly unbalanced binary classification.
Grace G. HsuJabed H. TomalWilliam J. WelchPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- binary classification
- ensemble methods
- binary classification problems
- multi class
- learning problems
- support vector
- prediction accuracy
- multi class classification
- multi label
- cost sensitive
- support vector machine
- decision trees
- generalization error
- benchmark datasets
- base classifiers
- training set
- binary classifiers
- neural network
- learning algorithm
- machine learning methods
- class imbalance
- data sets
- training data
- naive bayes
- learning tasks
- training samples
- similarity measure
- feature selection