Addressing imbalanced classification with instance generation techniques: IPADE-ID.
Victoria LópezIsaac TrigueroCristóbal J. CarmonaSalvador GarcíaFrancisco HerreraPublished in: Neurocomputing (2014)
Keyphrases
- class imbalance
- classification accuracy
- decision trees
- classification scheme
- pattern recognition
- feature vectors
- imbalanced data
- feature extraction
- automatic classification
- classification algorithm
- classification method
- feature selection
- classification systems
- benchmark data sets
- machine learning methods
- cross validation
- support vector machine svm
- text classification
- support vector
- training data
- pattern classification
- benchmark datasets
- classification models
- classification rate
- data sets
- imbalanced datasets