Properties of a GP active learning framework for streaming data with class imbalance.
Sara KhanchiMalcolm I. HeywoodA. Nur Zincir-HeywoodPublished in: GECCO (2017)
Keyphrases
- class imbalance
- streaming data
- concept drift
- active learning
- data streams
- skewed data
- class distribution
- genetic programming
- change detection
- sliding window
- non stationary
- sampling methods
- data distribution
- classification algorithm
- active learning framework
- data sets
- cost sensitive
- ensemble learning
- training set
- multi dimensional
- similarity measure
- minority class
- high dimensionality
- prior knowledge
- training data
- learning algorithm
- machine learning