An adjustable fuzzy classification algorithm using an improved multi-objective genetic strategy based on decomposition for imbalance dataset.
Ruochen LiuFangfang WangManman HeLicheng JiaoPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- classification algorithm
- multi objective
- genetic algorithm
- multi objective optimization
- knn
- evolutionary algorithm
- k nearest neighbor
- document classification
- optimization algorithm
- support vector machine
- accurate classification
- training set
- training phase
- multiple objectives
- class labels
- fuzzy sets
- objective function
- classification method
- learning algorithm
- classification rules
- database
- neural network
- naive bayes
- fuzzy rules
- nearest neighbor
- concept drift
- nsga ii
- benchmark datasets
- multi label classification
- estimation of distribution algorithms
- genetic programming