Leveraging Model-based Trees as Interpretable Surrogate Models for Model Distillation.
Julia HerbingerSusanne DandlFiona K. EwaldSofia LoiblGiuseppe CasalicchioPublished in: CoRR (2023)
Keyphrases
- computational model
- neural network
- statistical model
- probabilistic model
- probability distribution
- theoretical analysis
- formal model
- mathematical model
- theoretical framework
- cost function
- decision trees
- information retrieval
- management system
- model selection
- real time
- prior knowledge
- process model
- learning algorithm
- experimental data
- simulation model
- linear model
- autoregressive