Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study.
Mónica Millán-GiraldoVicente GarcíaJosé Salvador SánchezPublished in: ICPRAM (1) (2012)
Keyphrases
- imbalanced data
- prototype selection
- dissimilarity representation
- pattern recognition
- feature selection
- dissimilarity measure
- structural pattern recognition
- selection algorithm
- nearest neighbor classifier
- nearest neighbor
- class distribution
- linear regression
- ensemble methods
- nearest neighbor classification
- classification models
- support vector machine
- distance measure
- sampling methods
- random forest
- class imbalance
- ensemble classifier
- decision trees
- svm classifier
- neural network
- distance function
- classification accuracy
- clustering method
- knn