ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm.
Ali BrayteeFarookh Khadeer HussainAli AnaissiPaul J. KennedyPublished in: ICMLA (2015)
Keyphrases
- artificial bee colony algorithm
- imbalanced datasets
- sampling methods
- imbalanced data
- imbalanced class distribution
- artificial bee colony
- random sampling
- minority class
- particle swarm optimization algorithm
- cost sensitive learning
- class distribution
- class imbalance
- hybrid algorithm
- sampling algorithm
- ensemble methods
- optimization algorithm
- training dataset
- genetic algorithm ga
- decision trees
- data sets
- original data
- motif discovery
- multi objective
- feature selection
- feature selection algorithms
- swarm intelligence
- sample size
- learning algorithm