Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box.
Yu-Liang ChouChihcheng HsiehCatarina MoreiraChun OuyangJoaquim A. JorgeJoão Madeiras PereiraPublished in: CoRR (2022)
Keyphrases
- black box
- white box
- black boxes
- integration testing
- test cases
- data structure
- hybrid systems
- rule extraction
- evaluation methods
- neural network
- computational complexity
- evaluation metrics
- state transition
- source code metrics
- database
- white box testing
- test data
- machine learning algorithms
- computationally efficient
- optimization problems
- worst case
- xml documents
- machine learning