Explaining predictive models with mixed features using Shapley values and conditional inference trees.
Annabelle RedelmeierMartin JullumKjersti AasPublished in: CoRR (2020)
Keyphrases
- feature space
- probabilistic model
- predictive power
- statistical models
- learning models
- classification models
- bayesian models
- tree models
- learned models
- feature values
- prior knowledge
- feature set
- predictive model
- co occurrence
- abstraction levels
- bayesian networks
- feature extraction
- parameter estimation
- bayesian inference
- dynamic bayesian networks
- structured prediction
- feature vectors