A resampling ensemble algorithm for classification of imbalance problems.
Yun QianYanchun LiangMu LiGuoxiang FengXiaohu ShiPublished in: Neurocomputing (2014)
Keyphrases
- regression problems
- classification algorithm
- preprocessing
- detection algorithm
- np hard
- computational complexity
- learning algorithm
- classification method
- dynamic programming
- feature selection
- k means
- objective function
- classification scheme
- neural network
- search space
- pattern recognition problems
- publicly available data sets
- probabilistic model
- classification accuracy
- similarity measure
- segmentation algorithm
- benchmark problems
- ensemble classifier
- roc curve
- concept drifting data streams
- combinatorial optimization
- support vector machine svm
- linear programming
- simulated annealing
- worst case
- evolutionary algorithm
- optimal solution
- clustering algorithm