Logics for Binary-input Classifiers and Their Explanations (short paper).
Xinghan LiuEmiliano LoriniPublished in: BEWARE@AI*IA (2022)
Keyphrases
- binary classifiers
- decision trees
- input features
- support vector
- expressive power
- linear classifiers
- input data
- error correcting output codes
- machine learning algorithms
- naive bayes
- test set
- classification algorithm
- neural network
- training examples
- modal logic
- training set
- multi class
- non binary
- artificial neural networks
- weak classifiers
- classification systems
- training samples
- binary classification
- classification rate
- extracted features
- machine learning methods