Applying machine learning to criminology: semi-parametric spatial-demographic Bayesian regression.
Román MarchantSebastian HaanGarner ClanceySally CrippsPublished in: Secur. Informatics (2018)
Keyphrases
- semi parametric
- statistical inference
- machine learning
- classification and regression problems
- regression model
- model selection
- regression problems
- least squares
- statistical learning
- density estimation
- bayesian inference
- graphical models
- machine learning methods
- learning algorithm
- constrained optimization
- text mining
- cross validation
- text classification
- semi supervised learning
- supervised learning
- linear regression
- machine learning algorithms
- gaussian processes
- linear model
- maximum likelihood
- decision trees
- feature space
- genetic programming
- unsupervised learning
- learning problems
- statistical methods
- logistic regression