Fair-by-design explainable models for prediction of recidivism.
Eduardo A. SoaresPlamen AngelovPublished in: CoRR (2019)
Keyphrases
- prediction model
- engineering design
- case study
- experimental data
- probabilistic model
- building blocks
- bayesian framework
- design process
- machine learning algorithms
- prediction accuracy
- statistical models
- metamodel
- multiple linear regression
- prior knowledge
- modelling language
- accurate models
- mathematical models
- knowledge base
- classification models
- multi agent systems
- computer aided
- user interface
- knowledge based systems