Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions.
Cyprien GiletSusana BarbosaLionel FillatrePublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- single class
- class labels
- binary classification problems
- multi class problems
- minority class
- intra class
- training data
- multi class
- multiclass classification
- finite number
- decision trees
- feature space
- training set
- classification algorithm
- class membership
- class imbalance
- machine learning
- class dependent
- feature selection
- class distribution
- classification models
- evaluation function
- training examples
- ensemble classifier
- naive bayes
- class probabilities
- training samples
- feature set
- target class
- worst case
- support vector
- data sets