On Contrastive Explanations for Tree-Based Classifiers.
Gilles AudemardJean-Marie LagniezPierre MarquisNicolas SzczepanskiPublished in: ECAI (2023)
Keyphrases
- decision trees
- training data
- training set
- support vector
- test set
- multiple classifiers
- classification algorithm
- svm classifier
- naive bayes
- machine learning algorithms
- generating explanations
- lexical features
- linear classifiers
- training examples
- feature selection
- supervised classification
- machine learning approaches
- classifier ensemble
- learning algorithm
- feature set
- feature vectors
- classification models
- roc curve
- data structure
- classification systems
- classification process
- classifier combination
- individual classifiers
- bayesian networks