BayLIME: Bayesian local interpretable model-agnostic explanations.
Xingyu ZhaoWei HuangXiaowei HuangValentin RobuDavid FlynnPublished in: UAI (2021)
Keyphrases
- probabilistic model
- computational model
- bayesian inference
- high level
- experimental data
- input data
- bayesian estimation
- decision trees
- object model
- parameter estimation
- probability distribution
- posterior distribution
- formal model
- simulation model
- maximum entropy
- maximum likelihood
- machine learning
- hidden markov models
- cost function
- control system
- prior knowledge
- bayesian networks
- case study
- knowledge base
- e learning