Improving classification results on a small medical dataset using a GAN; An outlook for dealing with rare disease datasets.
Julia RöglinKatharina ZiegelerJana KubeFranziska KönigKay-Geert HermannSteffen OrtmannPublished in: Frontiers Comput. Sci. (2022)
Keyphrases
- benchmark datasets
- training dataset
- uci datasets
- uci repository
- disease diagnosis
- uci machine learning repository
- decision trees
- classification algorithm
- pattern recognition
- restricted boltzmann machine
- support vector
- classification accuracy
- feature set
- support vector machine svm
- image classification
- classification method
- gene expression microarray data
- diagnostic process
- machine learning
- feature selection algorithms
- training samples
- text classification
- feature extraction
- synthetic datasets
- classification rules
- gene sets
- training data
- text classification tasks
- cancer datasets
- feature selection