Explanations for Monotonic Classifiers.
João Marques-SilvaThomas GerspacherMartin C. CooperAlexey IgnatievNina NarodytskaPublished in: CoRR (2021)
Keyphrases
- support vector
- decision trees
- feature selection
- training data
- training set
- classification systems
- classification method
- extracted features
- supervised classification
- machine learning methods
- test set
- ensemble learning
- data sets
- machine learning approaches
- weak classifiers
- decision boundary
- classifier combination
- multiple classifier systems
- majority vote
- optimum path forest