EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data.
Sarah VluymansIsaac TrigueroChris CornelisYvan SaeysPublished in: Neurocomputing (2016)
Keyphrases
- semi supervised learning
- imbalanced data
- nearest neighbor classification
- metric learning
- semi supervised
- ensemble methods
- locally adaptive
- linear regression
- distance measure
- nearest neighbor
- random forest
- support vector machine
- class distribution
- knn
- ensemble classifier
- feature selection
- nearest neighbor classifier
- distance function
- class imbalance
- sampling methods
- decision trees
- base classifiers
- classification models
- learning algorithm
- ensemble learning
- k nearest neighbor
- machine learning methods
- pattern recognition
- svm classifier