FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms.
Nico LässigMelanie HerschelOle NiesPublished in: ICDE (2024)
Keyphrases
- benchmark datasets
- theoretical analysis
- classification algorithm
- classification accuracy
- pattern recognition
- orders of magnitude
- computational cost
- significant improvement
- machine learning
- data structure
- worst case
- uci machine learning repository
- feature extraction
- learning algorithm
- data sets
- nearest neighbour
- filtering algorithm
- machine learning methods
- terms of classification accuracy
- computationally efficient
- context aware
- text classification
- image classification
- collaborative filtering
- computational complexity