Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets.
Pattaramon VuttipittayamongkolEyad ElyanPublished in: AIAI (2) (2020)
Keyphrases
- classification method
- classification accuracy
- support vector machine svm
- classification process
- similarity measure
- benchmark data sets
- classification algorithm
- clustering method
- classification scheme
- support vector machine
- machine learning methods
- preprocessing
- pattern classification
- neural network
- classification models
- decision rules
- cross validation
- model selection
- feature selection
- benchmark datasets
- text classification
- feature set
- multi class
- feature space
- support vector
- random sampling
- data sets
- dimensionality reduction methods
- experimental results on real world