Towards Intuitive Features for Useful Explanations of Predictive Models.
Elliot G. MitchellSatish KalepalliGrant DeLongMeg HorganVishal MehraDavid K. VawdreyKaren MurphyAbdul TariqPublished in: AMIA (2022)
Keyphrases
- predictive power
- prior knowledge
- predictive model
- generating explanations
- model selection
- classification models
- machine learning models
- predictive modeling
- probabilistic model
- machine learning approaches
- parameter estimation
- complex systems
- causal models
- salient features
- object model
- search engine
- feature set
- co occurrence
- image features
- multiscale
- feature extraction
- image segmentation