A New Oversampling Method Based on the Classification Contribution Degree.
Zhenhao JiangTingting PanChao ZhangJie YangPublished in: Symmetry (2021)
Keyphrases
- classification method
- classification accuracy
- classification algorithm
- machine learning methods
- support vector machine
- high accuracy
- unsupervised learning
- preprocessing
- feature space
- cost function
- pattern classification
- support vector machine svm
- training samples
- benchmark data sets
- pairwise
- objective function
- ordinal data
- high precision
- classification process
- accurate classification
- classification procedure
- decision trees
- cross validation
- computational cost
- similarity measure
- feature extraction
- detection method
- model selection
- medical images
- significant improvement
- classification scheme
- training phase
- support vector
- accuracy rate
- nearest neighbour
- video sequences