Exploring the Impact of Gender Bias Mitigation Approaches on a Downstream Classification Task.
Nasim SobhaniSarah Jane DelanyPublished in: ISMIS (2022)
Keyphrases
- machine learning methods
- image classification
- decision trees
- machine learning approaches
- automatic classification
- classification systems
- feature selection
- pattern classification
- pattern recognition
- support vector
- binary classification problems
- discriminative classifiers
- support vector machine svm
- benchmark datasets
- feature extraction
- multiple classifier systems
- machine learning
- neural networks and support vector machines
- classification algorithm
- class labels
- machine learning algorithms
- supervised learning
- support vector machine
- feature vectors
- training set