The zoo of Fairness metrics in Machine Learning.
Alessandro CastelnovoRiccardo CrupiGreta GrecoDaniele RegoliPublished in: CoRR (2021)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- pattern recognition
- information extraction
- inductive learning
- inductive logic programming
- computer science
- active learning
- machine learning approaches
- learning problems
- knowledge acquisition
- real world
- data analysis
- training data
- decision trees
- computer vision
- application of machine learning methods
- text classification
- evaluation methods
- quality measures
- evaluation metrics
- machine learning and data mining
- supervised machine learning
- learning tasks
- resource allocation
- text mining
- support vector machine
- social networks
- artificial intelligence
- data mining