In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction.
Caroline WangBin HanBhrij PatelFeroze MohideenCynthia RudinPublished in: CoRR (2020)
Keyphrases
- machine learning
- prediction accuracy
- prediction model
- predictive modeling
- high accuracy
- law enforcement
- data mining
- highly accurate
- transfer learning
- active learning
- data analysis
- learning algorithm
- high quality
- information extraction
- decision trees
- prediction algorithm
- machine learning algorithms
- computer vision
- kernel methods
- inductive learning
- social networks
- protein secondary structure prediction
- neural network
- explanation based learning
- information retrieval
- social network analysis
- feature selection
- knowledge acquisition
- knowledge representation
- case study