How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness.
Ana ValdiviaJavier Sánchez-MonederoJorge CasillasPublished in: Int. J. Intell. Syst. (2021)
Keyphrases
- machine learning
- high accuracy
- prediction accuracy
- computational efficiency
- machine learning algorithms
- pattern recognition
- classification accuracy
- computational cost
- neural network
- machine learning approaches
- precision and recall
- resource allocation
- computational complexity
- feature selection
- artificial intelligence
- database
- computer science
- highly accurate
- inductive learning
- real world
- learning tasks
- machine learning methods
- data mining
- high precision
- learning systems
- information systems
- text classification
- computational intelligence
- decision trees
- text mining
- information extraction
- knowledge representation