Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.
Przemyslaw BiecekMarcin ChlebusJanusz GajdaAlicja GosiewskaAnna KozakDominik OgonowskiJakub SztachelskiPiotr WojewnikPublished in: CoRR (2021)
Keyphrases
- machine learning algorithms
- machine learning methods
- benchmark data sets
- machine learning models
- machine learning
- learning algorithm
- machine learning approaches
- learning models
- decision trees
- random forests
- artificial intelligence
- credit scoring
- classification and regression trees
- real world
- predictive model
- classification models
- loss function
- model selection
- multi class
- bayesian networks
- neural network