Multi-armed bandit based online model selection for concept-drift adaptation.
Jobin WilsonSantanu ChaudhuryBrejesh LallPublished in: Expert Syst. J. Knowl. Eng. (2024)
Keyphrases
- model selection
- concept drift
- cross validation
- multi armed bandit
- data streams
- hyperparameters
- parameter estimation
- change detection
- classification algorithm
- sample size
- non stationary
- feature selection
- machine learning
- data distribution
- mixture model
- online learning
- gaussian process
- unsupervised learning
- reinforcement learning
- generalization error
- data mining