MRCpy: A Library for Minimax Risk Classifiers.
Kartheek BondugulaSantiago MazuelasAritz PérezPublished in: CoRR (2021)
Keyphrases
- training data
- decision trees
- support vector
- risk management
- risk assessment
- supervised classification
- machine learning algorithms
- feature selection
- decision making
- multiple classifiers
- ensemble learning
- linear classifiers
- classification models
- classification algorithm
- test set
- machine learning
- high risk
- expected error
- machine learning methods
- svm classifier
- worst case
- search algorithm
- evaluation function
- classification method
- class labels
- training examples
- feature set
- ensemble classifier
- classification accuracy
- majority vote
- neural network
- risk measures
- classification decisions