Developing a Novel Fair-Loan Classifier through a Multi-Sensitive Debiasing Pipeline: DualFair.
Arashdeep SinghJashandeep SinghAriba KhanAmar GuptaPublished in: Mach. Learn. Knowl. Extr. (2022)
Keyphrases
- decision trees
- training data
- support vector
- classifier systems
- linear classifiers
- classification algorithm
- classification scheme
- feature space
- training set
- nearest neighbor classifier
- learning phase
- svm classifier
- classification method
- classification process
- processing pipeline
- machine learning
- learning classifier systems
- decision support system
- object detection
- nearest neighbor
- feature selection