Enhancing Visualization and Explainability of Computer Vision Models with Local Interpretable Model-Agnostic Explanations (LIME).
Nicholas HamiltonAdam WebbMatt WilderBen HendricksonMatt BlanckErin NelsonWiley RoemerTimothy C. HavensPublished in: SSCI (2022)
Keyphrases
- computer vision
- probabilistic model
- hybrid model
- modeling framework
- prior knowledge
- experimental data
- generic model
- statistical model
- analytical model
- computational model
- mathematical model
- statistical models
- model fitting
- computational models
- bayesian framework
- parameter estimation
- classification models
- probability distribution
- linear model
- neural network
- autoregressive
- high level
- decision trees
- modeling method
- model construction
- accurate models
- multiple models
- stochastic model
- linear models
- parametric models
- mathematical models
- random fields
- metamodel
- maximum likelihood
- similarity measure