DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification.
Saifullah SaifullahStefan AgneAndreas DengelSheraz AhmedPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- mathematical model
- objective function
- theoretical analysis
- statistical model
- modeling method
- evaluation method
- bayesian framework
- sensitivity analysis
- parameter estimation
- em algorithm
- prediction model
- cost function
- linear model
- pairwise
- multiscale
- optimization method
- classification method
- similarity measure
- prior information
- test data
- image classification
- prior knowledge
- tree structure
- energy function
- input data
- linear regression
- bp neural network
- gaussian distribution
- classification algorithm
- probability distribution
- autoregressive
- concept hierarchy
- computer vision
- matching scheme