Scalable Model Selection for Spatial Additive Mixed Modeling: Application to Crime Analysis.
Daisuke MurakamiMami KajitaSeiji KajitaPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- model selection
- cross validation
- parameter estimation
- bayesian learning
- sample size
- mixture model
- regression model
- hyperparameters
- selection criterion
- error estimation
- crime analysis
- spatial information
- spatial analysis
- model selection criteria
- machine learning
- variable selection
- generalization error
- feature selection
- gaussian process
- bayesian networks
- decision support
- statistical inference
- support vector machine
- probability distribution
- bayesian information criterion
- marginal likelihood
- data analysis
- subspace information criterion