Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms.
Jinyan LiSimon FongSabah MohammedJinan FiaidhiPublished in: J. Supercomput. (2016)
Keyphrases
- imbalanced datasets
- classification algorithm
- benchmark datasets
- machine learning algorithms
- swarm optimization
- classification accuracy
- learning algorithm
- sampling methods
- machine learning methods
- machine learning
- feature vectors
- class imbalance
- feature selection algorithms
- decision trees
- swarm intelligence
- pso algorithm
- classification models
- feature space
- training set
- nearest neighbour
- optimization algorithm
- cost sensitive learning
- multi class
- support vector machine