Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees.
Annabelle RedelmeierMartin JullumKjersti AasPublished in: CD-MAKE (2020)
Keyphrases
- classification models
- bayesian models
- tree models
- feature values
- prior knowledge
- random fields
- statistical models
- feature extraction
- image features
- feature set
- predictive features
- feature space
- multiscale
- parameter estimation
- co occurrence
- probabilistic model
- learning models
- markov chain monte carlo
- low level
- semantic role labeling
- learned models
- feature vectors