A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers.
Zhenpeng ChenJie M. ZhangFederica SarroMark HarmanPublished in: ACM Trans. Softw. Eng. Methodol. (2023)
Keyphrases
- machine learning methods
- machine learning
- comprehensive empirical study
- machine learning algorithms
- machine learning approaches
- decision trees
- feature selection
- statistical methods
- data analysis
- learning tasks
- data mining
- benchmark datasets
- data sets
- training data
- learning algorithm
- ensemble methods
- genetic algorithm