Effect of class imbalance on quality measures for contrast patterns: An experimental study.
Octavio Loyola-GonzálezJosé Fco. Martínez-TrinidadJesús Ariel Carrasco-OchoaMilton García-BorrotoPublished in: Inf. Sci. (2016)
Keyphrases
- quality measures
- class imbalance
- class distribution
- active learning
- cost sensitive
- imbalanced datasets
- cost sensitive learning
- high dimensionality
- feature selection
- concept drift
- sampling methods
- decision trees
- text classification
- standard deviation
- data analysis
- reinforcement learning
- minority class
- information retrieval