Comparison of Ensemble Techniques for Incremental Learning of New Concept Classes under Hostile Non-stationary Environments.
Hussein Syed MohammedJames LeanderMatthew MarbachRobi PolikarPublished in: SMC (2006)
Keyphrases
- incremental learning
- concept classes
- upper bound
- concept class
- learning theory
- vc dimension
- incremental learning algorithm
- supervised learning
- efficient learning
- sample complexity
- learning process
- ensemble learning
- semi supervised
- training set
- pac learning
- neural network
- sample size
- half spaces
- learning models
- learning algorithm
- machine learning
- data sets