Entropy-Based Logic Explanations of Differentiable Decision Tree.
Yuanyuan LiuJiajia ZhangYifan LiPublished in: Intelligent Information Processing (1) (2024)
Keyphrases
- decision trees
- decision tree induction
- predictive accuracy
- machine learning algorithms
- modal logic
- automated reasoning
- classical logic
- loss function
- logic programming
- decision tree classifiers
- decision tree algorithm
- decision table
- objective function
- multi valued
- machine learning
- information gain
- decision tree learning
- classification trees
- neural network
- computational properties
- classification models
- information theory
- naive bayes
- explanatory power
- sound and complete axiomatization