Imbalanced data classification via support vector machines and genetic algorithms.
Jair CervantesXiaoou LiWen YuPublished in: Connect. Sci. (2014)
Keyphrases
- imbalanced data classification
- support vector
- genetic algorithm
- feature selection
- learning machines
- large margin classifiers
- support vector machine
- kernel function
- artificial neural networks
- classification accuracy
- multi class
- generalization ability
- cross validation
- logistic regression
- machine learning
- binary classification
- loss function
- feature set
- high dimensional
- neural network
- cost sensitive
- training examples
- support vectors
- learning process