PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards.
Masoud HashemiAli FathiPublished in: CoRR (2020)
Keyphrases
- machine learning
- explanation based learning
- causal reasoning
- machine learning methods
- text mining
- pattern recognition
- knowledge acquisition
- data mining
- inductive logic programming
- learning problems
- learning tasks
- model selection
- computational intelligence
- information extraction
- knowledge representation
- natural language processing
- data analysis
- learning algorithm
- artificial intelligence
- machine learning approaches
- machine learning algorithms
- business intelligence
- decision trees
- reinforcement learning
- credit card
- abductive reasoning
- data sets
- counter intuitive
- fraud detection
- supervised machine learning
- computational biology
- directed acyclic graph
- statistical methods
- outlier detection
- semi supervised learning
- text classification
- feature selection
- computer vision