Concept Drift and Covariate Shift Detection Ensemble with Lagged Labels.
Yiming XuDiego KlabjanPublished in: CoRR (2020)
Keyphrases
- concept drift
- drifting concepts
- ensemble classifier
- change detection
- covariate shift
- data streams
- streaming data
- drift detection
- training set
- classification algorithm
- non stationary
- training data
- data distribution
- model selection
- multi label
- ensemble methods
- class labels
- neural network
- classifier ensemble
- pairwise
- feature selection
- dimensionality reduction