On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets.
Sara KhanchiMalcolm I. HeywoodA. Nur Zincir-HeywoodPublished in: EuroGP (2016)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- high dimensionality
- imbalanced datasets
- majority class
- genetic programming
- imbalanced data sets
- class labels
- sampling methods
- imbalanced data
- feature selection
- concept drift
- minority class
- machine learning
- image classification
- classification accuracy
- text classification
- supervised learning
- data streams
- data sets
- classification algorithm
- regression problems
- small number
- data analysis
- training data