How Does Oversampling Affect the Performance of Classification Algorithms?
Zhizhen XiangYingying XuZhenzhou TangPublished in: ISCC (2023)
Keyphrases
- machine learning algorithms
- classification algorithm
- benchmark datasets
- learning algorithm
- machine learning
- pattern classification
- pattern recognition
- machine learning methods
- computationally efficient
- times faster
- support vector
- classification systems
- cross validation
- svm classifier
- class labels
- orders of magnitude
- support vector machine svm
- training samples
- theoretical analysis
- unsupervised learning
- model selection
- support vector machine
- classification accuracy
- feature vectors
- preprocessing
- data structure
- feature extraction
- feature selection