Handling Concept Drifts in Regression Problems - the Error Intersection Approach.
Lucas BaierNiklas KühlGerhard SatzgerMarcel HofmannMarisa MohrPublished in: Wirtschaftsinformatik (Zentrale Tracks) (2020)
Keyphrases
- regression problems
- concept drift
- linear regression
- genetic programming
- cross validation
- data streams
- input space
- random forests
- non stationary
- classification algorithm
- data distribution
- change detection
- high dimensional data
- support vector machine
- generalization error
- learning machines
- neural network
- hyperparameters
- feature selection
- training set
- ensemble learning
- sliding window
- kernel function
- support vector
- multi task
- image processing