Oversampling Method for Imbalanced Classification.
Zhuoyuan ZhengYunpeng CaiYe LiPublished in: Comput. Informatics (2015)
Keyphrases
- classification method
- preprocessing
- detection method
- classification accuracy
- decision trees
- machine learning methods
- support vector machine
- cost function
- support vector machine svm
- classification process
- classification scheme
- significant improvement
- model selection
- clustering method
- feature space
- pattern recognition
- benchmark data sets
- similarity measure
- classification rate
- unsupervised learning
- machine learning
- machine learning algorithms
- cross validation
- decision rules
- pattern classification
- feature selection