Correcting Underrepresentation and Intersectional Bias for Fair Classification.
Alexander Williams TolbertEmily DianaPublished in: CoRR (2023)
Keyphrases
- feature extraction
- classification process
- decision trees
- classification scheme
- classification method
- pattern recognition
- classification accuracy
- support vector machine
- machine learning
- classification systems
- supervised classification
- class labels
- support vector machine svm
- text classification
- preprocessing
- feature vectors
- accuracy rate
- feature selection
- object classification
- pattern classification
- support vector
- benchmark datasets
- model selection
- image classification
- machine learning algorithms
- training set
- case study
- training samples
- image processing
- neural network
- learning vector quantization