Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans.
Sergio GenovesiJulia Maria MönigAnna SchmitzMaximilian PoretschkinMaram AkilaManoj KahdanRomina KleinerLena KriegerAlexander ZimmermannPublished in: AI Ethics (2024)
Keyphrases
- fuzzy logic
- machine learning algorithms
- benchmark data sets
- learning algorithm
- predictive accuracy
- machine learning
- decision trees
- random forests
- machine learning methods
- learning problems
- neural network
- machine learning systems
- machine learning approaches
- statistical machine learning
- learning tasks
- resource allocation
- data mining
- learning models
- text classification
- artificial neural networks
- input features
- supervised learning algorithms
- machine learning models
- computer science