SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk.
Alex GramegnaPaolo GiudiciPublished in: Frontiers Artif. Intell. (2021)
Keyphrases
- discriminative power
- credit risk
- evaluation method
- commercial banks
- credit risk evaluation
- bag of words
- evaluation model
- credit scoring
- risk analysis
- visual words
- computational cost
- ranked list
- risk management
- sparse coding
- palmprint
- invariant features
- information retrieval
- logistic regression
- support vector machine svm
- nearest neighbor
- financial data
- object recognition
- reinforcement learning
- training data
- computer vision