Fair-AdaBoost: Extending AdaBoost method to achieve fair classification.
Xiaoling HuangZhenghui LiYilun JinWenyu ZhangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- classification method
- decision trees
- support vector
- support vector machine svm
- classification accuracy
- classification algorithm
- pattern classification
- support vector machine
- multi class classification
- multi class
- classification scheme
- cross validation
- detection method
- model selection
- object detection
- feature space
- preprocessing
- classification trees
- classifier ensemble
- feature selection
- data sets
- machine learning
- pairwise
- image classification
- classification process
- face detection
- similarity measure
- machine learning methods
- adaboost algorithm
- accuracy rate
- unsupervised learning
- text classification
- pattern recognition
- training data
- feature extraction
- learning algorithm