Instance Selection Approach for Self-Configuring Hybrid Fuzzy Evolutionary Algorithm for Imbalanced Datasets.
Vladimir StanovovEugene SemenkinOlga SemenkinaPublished in: ICSI (1) (2015)
Keyphrases
- instance selection
- imbalanced datasets
- evolutionary algorithm
- class distribution
- nearest neighbor
- class imbalance
- cost sensitive learning
- concept drift
- text classification
- feature selection algorithms
- feature selection
- supervised learning
- data reduction
- classification accuracy
- sampling methods
- training dataset
- ensemble methods
- decision trees
- multiple instance learning
- multi class
- semi supervised learning
- support vector machine
- imbalanced data
- genetic programming
- genetic algorithm
- data streams
- training data
- training set
- cost sensitive
- benchmark datasets
- k nearest neighbor
- knn
- unsupervised learning
- minority class
- labeled data