Towards Interpretable Deep Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees.
Tung D. NguyenKathryn E. KasmarikHussein A. AbbassPublished in: CoRR (2020)
Keyphrases
- multi class
- multivariate decision trees
- neural network
- decision trees
- multi class classification
- artificial neural networks
- support vector machine
- object detection
- multiclass problems
- binary classification
- multiple classes
- multiclass classification
- multinomial logistic regression
- error correcting output codes
- binary classifiers
- cost sensitive
- pairwise
- feature selection
- single class
- rule extraction
- binary classification problems
- loss function
- multi class boosting