A Cost-sensitive Genetic Programming Approach for High-dimensional Unbalanced Classification.
Wenbin PeiBing XueMengjie ZhangLin ShangPublished in: SSCI (2019)
Keyphrases
- cost sensitive
- genetic programming
- cost sensitive classification
- cost sensitive learning
- high dimensional
- multi class
- misclassification costs
- class imbalance
- class distribution
- classification rules
- binary classification
- class dependent
- naive bayes
- support vector machine
- active learning
- evolutionary algorithm
- probability estimates
- classification accuracy
- error rate
- high dimensionality
- model selection
- data sets
- text classification
- feature set
- dimensionality reduction
- nearest neighbor
- machine learning
- neural network