Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms.
Gareth P. JonesJames M. HickeyPietro G. Di StefanoCharanpal DhanjalLaura C. StoddartVlasios VasileiouPublished in: CoRR (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- learning algorithm
- machine learning
- decision trees
- machine learning models
- machine learning systems
- predictive accuracy
- benchmark datasets
- learning tasks
- learning problems
- machine learning approaches
- logistic regression
- data mining techniques
- semi supervised
- probabilistic model
- data sets