Equal accuracy for Andrew and Abubakar - detecting and mitigating bias in name-ethnicity classification algorithms.
Lena HafnerTheodor Peter PeiferFranziska Sofia HafnerPublished in: AI Soc. (2024)
Keyphrases
- classification accuracy
- computational cost
- benchmark datasets
- machine learning algorithms
- computational complexity
- accuracy rate
- data reduction
- pattern recognition
- machine learning
- computationally efficient
- computational demands
- classification algorithm
- image classification
- learning algorithm
- significant improvement
- data structure
- feature extraction
- worst case
- support vector machine svm
- classification rate
- predictive accuracy
- generalization ability
- computational efficiency
- induction algorithms
- decision trees
- classification scheme
- data mining techniques
- support vector
- theoretical analysis
- feature set