A Framework for Auditing Multilevel Models using Explainability Methods.
Debarati BhaumikDiptish DeySubhradeep KayalPublished in: CoRR (2022)
Keyphrases
- statistical models
- preprocessing
- data representations
- predictive power
- significant improvement
- machine learning methods
- modeling framework
- linear regression
- mathematical models
- test beds
- main contribution
- statistical methods
- data driven approaches
- methods require
- mathematical framework
- qualitative and quantitative
- bayesian framework
- neural network
- machine learning algorithms
- parameter estimation
- model selection
- image retrieval
- data mining