Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness.
Marzieh Karimi-HaghighiCarlos CastilloPublished in: ICAIL (2021)
Keyphrases
- machine learning
- prediction accuracy
- decision trees
- data mining
- machine learning methods
- learning algorithm
- feature selection
- computer science
- predictive modeling
- natural language processing
- genetic algorithm
- artificial intelligence
- machine learning algorithms
- recursive neural networks
- supervised machine learning
- prediction algorithm
- knowledge acquisition
- text classification
- text mining
- knowledge discovery
- active learning
- natural language
- learning environment