FairXGBoost: Fairness-aware Classification in XGBoost.
Srinivasan RavichandranDrona KhuranaBharath VenkateshNarayanan Unny EdakunniPublished in: CoRR (2020)
Keyphrases
- decision trees
- pattern recognition
- support vector
- training set
- classification accuracy
- automatic classification
- object classification
- image classification
- automated classification
- preprocessing
- benchmark data sets
- classification method
- support vector machine svm
- machine learning
- feature space
- classification process
- classification rate
- classification systems
- eeg signals
- incremental learning
- training samples
- machine learning methods
- cross validation
- class labels
- support vector machine
- active learning
- feature extraction
- case study
- feature selection