Explaining predictive models using Shapley values and non-parametric vine copulas.
Kjersti AasThomas NaglerMartin JullumAnders LølandPublished in: CoRR (2021)
Keyphrases
- statistical models
- predictive model
- probabilistic model
- parametric models
- experimental data
- computational models
- genetic algorithm
- artificial neural networks
- hidden markov models
- probability distribution
- machine learning algorithms
- complex systems
- probability density function
- mathematical models
- marginal distributions
- predictive modeling