Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models.
Eric IngramFurkan GursoyIoannis A. KakadiarisPublished in: CoRR (2022)
Keyphrases
- machine learning
- high accuracy
- machine learning methods
- prediction accuracy
- predictive power
- machine learning approaches
- computational cost
- text classification
- model selection
- machine learning models
- statistical methods
- experimental data
- complex systems
- machine learning algorithms
- natural language processing
- knowledge acquisition
- statistical models
- active learning
- prior knowledge
- computational complexity
- decision trees
- artificial intelligence