Considerations for Developing Predictive Spatial Models of Crime and New Methods for Measuring Their Accuracy.
Chaitanya JoshiSophie Curtis-HamClayton D'AthDeane SearlePublished in: ISPRS Int. J. Geo Inf. (2021)
Keyphrases
- predictive model
- computational cost
- machine learning methods
- predictive power
- statistical models
- face recognition
- preprocessing
- classification models
- statistical methods
- spatio temporal
- monte carlo simulation
- prediction accuracy
- cross validation
- spatial information
- learned models
- improved accuracy
- models built
- data mining models
- linear regression
- benchmark datasets
- data mining
- machine learning algorithms
- parameter estimation
- empirical studies
- data mining techniques
- classification accuracy
- image retrieval
- data analysis
- decision trees
- machine learning