An autonomous GP-based system for regression and classification problems.
Mihai OlteanLaura DiosanPublished in: Appl. Soft Comput. (2009)
Keyphrases
- regression problems
- genetic programming
- symbolic regression
- covariance function
- linear regression
- gaussian processes
- regression model
- sparse approximations
- locally weighted
- classification and regression problems
- regression function
- gaussian process regression
- cross validation
- gaussian process
- regression algorithm
- simple linear
- input space
- support vector regression
- evolutionary algorithm
- polynomial regression
- regression analysis
- fitness function
- model selection
- autonomous navigation
- regression method
- training data
- least squares
- regression methods
- high dimensional data
- machine learning
- information systems
- feature selection
- cooperative
- support vector
- autonomous learning
- bayesian framework
- random forests
- robotic systems