Using Information on Class Interrelations to Improve Classification of Multiclass Imbalanced Data: A New Resampling Algorithm.
Malgorzata JanickaMateusz LangoJerzy StefanowskiPublished in: Int. J. Appl. Math. Comput. Sci. (2019)
Keyphrases
- multi class
- multiclass classification
- multi class classification
- multiclass problems
- learning algorithm
- imbalanced data
- support vector machine
- binary classifiers
- binary classification
- classification algorithm
- support vector machine svm
- decision trees
- ensemble methods
- training samples
- benchmark datasets
- machine learning algorithms
- classification models
- base classifiers
- nearest neighbour
- text classification
- support vector
- feature extraction