A GAN-Based Data Augmentation Method for Imbalanced Multi-Class Skin Lesion Classification.
Qichen SuHaza Nuzly Abdull HamedMohd Adham IsaXue HaoXin DaiPublished in: IEEE Access (2024)
Keyphrases
- multi class
- support vector machine
- training samples
- multi class problems
- binary classifiers
- multiple classes
- single class
- binary and multi class
- multi class classifier
- pairwise
- classification accuracy
- multi class classification
- cost sensitive
- training data
- error correcting output codes
- feature selection
- support vector machine svm
- data sets
- classification algorithm
- extracted features
- model selection
- cross validation
- test data
- training set
- segmentation method
- feature set
- similarity measure
- multiclass classification
- binary classification problems
- machine learning
- decision rules
- decision trees
- multi class svm
- feature extraction
- improve the classification accuracy
- feature space
- data points
- supervised learning
- decision boundary
- binary classification
- machine learning methods