A tutorial on generative adversarial networks with application to classification of imbalanced data.
Yuxiao HuangKara G. FieldsYan MaPublished in: Stat. Anal. Data Min. (2022)
Keyphrases
- imbalanced data
- imbalanced data sets
- classification models
- pattern classification
- classification accuracy
- feature selection
- class imbalance
- decision trees
- generative model
- unsupervised learning
- support vector machine svm
- high dimensional
- imbalanced datasets
- linear regression
- high dimensionality
- benchmark datasets
- image classification
- support vector machine
- training set
- cost sensitive
- feature space
- feature extraction
- feature vectors
- machine learning