fairmodels: a Flexible Tool for Bias Detection, Visualization, and Mitigation in Binary Classification Models.
Jakub WisniewskiPrzemyslaw BiecekPublished in: R J. (2022)
Keyphrases
- classification models
- decision trees
- training data
- visualization tool
- feature selection
- graphical user interface
- visualization tools
- information visualization
- learning models
- feature subset
- software quality classification
- decision tree algorithm
- artificial neural networks
- knn
- face recognition
- learning algorithm
- machine learning
- imbalanced data
- attribute selection
- data mining
- models built
- database