Explanations for Monotonic Classifiers.
João Marques-SilvaThomas GerspacherMartin C. CooperAlexey IgnatievNina NarodytskaPublished in: ICML (2021)
Keyphrases
- training data
- support vector
- decision trees
- multiple classifiers
- linear classifiers
- ensemble classifier
- svm classifier
- classification systems
- supervised classification
- machine learning algorithms
- optimum path forest
- test set
- naive bayes
- training examples
- data sets
- training instances
- majority vote
- k nearest neighbour
- accurate classifiers
- machine learning methods
- domain theory
- machine learning approaches
- classification models
- multi class
- support vector machine
- pairwise
- feature selection
- neural network