Improving PART algorithm with K-L divergence for imbalanced classification.
Chong SuShenggen JuYiguang LiuZhonghua YuPublished in: Intell. Data Anal. (2015)
Keyphrases
- classification algorithm
- preprocessing
- optimization algorithm
- detection algorithm
- k means
- cost function
- dynamic programming
- segmentation algorithm
- classification accuracy
- decision trees
- imbalanced data sets
- multiclass classification
- classification scheme
- benchmark data sets
- computational cost
- search space
- computational complexity
- optimal solution
- feature selection
- image classification
- relative entropy
- feature extraction
- multi class classification
- classification rate
- similarity measure
- objective function
- classification method
- class labels
- support vector machine svm
- model selection
- particle swarm optimization