Assessing Forgetfulness in Data Stream Learning - The Case of Hoeffding AnyTime Tree Algorithm.
João Pedro CostaRégis AlbuquerqueFlávia Cristina BernardiniPublished in: EGOV (2023)
Keyphrases
- learning algorithm
- data streams
- detection algorithm
- tree structure
- reinforcement learning
- binary tree
- single pass
- dynamic programming
- simulated annealing
- learning phase
- expectation maximization
- probabilistic model
- supervised learning
- incremental learning
- space efficient
- np hard
- active learning
- k means
- learning process
- change detection
- b tree
- suffix tree
- preprocessing
- classification trees
- optimal solution
- objective function
- decision tree learning algorithm