Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure.
Katarzyna PekalaKatarzyna WoznicaPrzemyslaw BiecekPublished in: CoRR (2021)
Keyphrases
- probabilistic model
- hierarchical model
- prior knowledge
- hybrid model
- predictive model
- parameter estimation
- experimental data
- parametric models
- hierarchical structure
- formal model
- linear model
- statistical model
- random fields
- metamodel
- prediction model
- statistical models
- linear models
- semantic description
- learning models
- modeling method
- model construction
- bayesian framework
- generic model
- management system
- objective function
- high level
- power law
- learned models
- structural model
- modelling language
- classification models
- neural network model
- statistical methods
- mathematical model
- computational model
- artificial neural networks
- bayesian networks