Drift-Aware Ensemble Regression.
Frank RosenthalPeter Benjamin VolkMartin HahmannDirk HabichWolfgang LehnerPublished in: MLDM (2009)
Keyphrases
- regression problems
- linear regression
- regression model
- concept drift
- ensemble methods
- ensemble learning
- regression algorithm
- neural network
- random forests
- regression analysis
- partial least squares
- classifier ensemble
- simple linear
- locally weighted
- neural network ensemble
- model averaging
- polynomial regression
- classification and regression problems
- multi task
- feature selection
- gaussian processes
- random forest
- model selection
- reproducing kernel hilbert space
- base learners
- genetic programming
- support vector regression
- learning algorithm
- support vector
- machine learning
- genetic algorithm
- ensemble pruning
- ridge regression
- training set
- regression methods
- semi supervised