Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data.
Edgar Galván LópezLucia Vázquez-MendozaLeonardo TrujilloPublished in: MICAI (2) (2016)
Keyphrases
- imbalanced data
- imbalanced datasets
- imbalanced data sets
- class imbalance
- support vector machine
- classification accuracy
- decision trees
- classification models
- pattern recognition
- feature selection
- ensemble classifier
- training set
- machine learning methods
- supervised learning
- support vector
- class distribution
- svm classifier
- benchmark datasets
- support vector machine svm
- decision rules
- cross validation
- high dimensionality
- linear regression
- ensemble methods
- feature space
- machine learning algorithms
- rule extraction
- image classification
- active learning