An Ensemble Approach to Instance-Based Regression Using Stretched Neighborhoods.
Vahid JalaliDavid LeakePublished in: FLAIRS Conference (2013)
Keyphrases
- regression model
- knn
- support vector regression
- regression algorithm
- simple linear
- instance based learning
- model selection
- regression analysis
- gaussian process regression
- multi variate
- polynomial regression
- regression problems
- gaussian processes
- classification and regression problems
- feature selection
- regression function
- machine learning
- aggregating algorithm
- sparse bayesian learning
- nonparametric regression
- real time
- locally weighted
- multiple regression
- regression methods
- reproducing kernel hilbert space
- regression trees
- nearest neighbour
- artificial neural networks
- objective function
- database systems