CVAE-Based Hybrid Sampling Data Augmentation Method and Interpretation for Imbalanced Classification of Gout Disease.
Xiaonan SiYifan FuXinran LiuRulin WangWenchang XuLei WangPublished in: ICIC (LNBI 1) (2024)
Keyphrases
- synthetic data
- classification method
- input data
- test data
- data analysis
- data sets
- training samples
- missing data
- preprocessing
- support vector machine svm
- classification accuracy
- gene expression microarray data
- cross validation
- support vector machine
- data points
- prior knowledge
- training data
- statistical methods
- benchmark data sets
- classification trees
- sampling methods
- random samples
- pattern classification
- sample space
- clustering method
- feature set
- data sources
- pairwise
- classification algorithm
- sampled data
- input vectors
- training set
- similarity measure
- decision trees