A Penalized Likelihood Method for Balancing Accuracy and Fairness in Predictive Policing.
George O. MohlerRajeev R. RajeJeremy G. CarterMatthew ValasikP. Jeffrey BrantinghamPublished in: SMC (2018)
Keyphrases
- high accuracy
- high precision
- significant improvement
- computational cost
- computational efficiency
- error rate
- preprocessing
- dynamic programming
- segmentation method
- objective function
- classification accuracy
- feature set
- penalized likelihood
- highly accurate
- correlation coefficient
- detection method
- clustering method
- detection algorithm
- web search
- prior knowledge