Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package.
Rodney SparapaniCharles SpanbauerRobert E. McCullochPublished in: J. Stat. Softw. (2021)
Keyphrases
- efficient computation
- regression trees
- machine learning
- decision trees
- regression model
- random forests
- regression problems
- computational efficiency
- linear regression
- linear model
- machine learning methods
- conditional random fields
- maximum likelihood
- bayesian networks
- linear models
- machine learning algorithms
- learning algorithm
- logistic regression
- supervised learning
- learning tasks
- predictive model
- learning rules
- data analysis
- gaussian processes
- support vector machine
- pattern recognition
- skyline queries
- bayesian inference
- least squares
- genetic programming
- model selection