RSMOTE: improving classification performance over imbalanced medical datasets.
Mehdi NaseriparsaAhmed Al-ShammariMing ShengYong ZhangRui ZhouPublished in: Health Inf. Sci. Syst. (2020)
Keyphrases
- imbalanced datasets
- uci repository
- class imbalance
- benchmark datasets
- binary classification problems
- uci machine learning repository
- classification accuracy
- text classification
- pattern recognition
- pattern classification
- image classification
- feature selection
- classification algorithm
- benchmark data sets
- classification scheme
- training dataset
- medical data
- machine learning
- classification method
- feature space
- feature extraction
- decision trees
- data sets
- feature selection algorithms
- class labels
- automatic classification
- machine learning algorithms
- training samples
- feature vectors
- medical domain
- sampling methods
- imbalanced data sets