Equation of SVM-rebalancing: the point-normal form of a plane for class imbalance problem.
Che-Chang HsuKuo-Shong WangHung-Yuan ChungShih-Hsing ChangPublished in: Neural Comput. Appl. (2019)
Keyphrases
- normal form
- class imbalance
- imbalanced datasets
- cost sensitive
- class distribution
- imbalanced data
- feature selection
- functional dependencies
- database design
- active learning
- relational databases
- cost sensitive learning
- support vector
- support vector machine
- nested relations
- support vector machine svm
- multi class
- high dimensionality
- concept drift
- sampling methods
- training data
- svm classifier
- knn
- training set
- hyperplane
- classification algorithm
- data model
- minority class
- data sets
- non stationary
- object oriented
- query processing
- machine learning
- data mining