A Training Data Set Cleaning Method by Classification Ability Ranking for the $k$ -Nearest Neighbor Classifier

Yidi Wang, Zhibin Pan, Yiwei Pan. A Training Data Set Cleaning Method by Classification Ability Ranking for the $k$ -Nearest Neighbor Classifier. IEEE Transactions on Neural Networks, 31(5):1544-1556, 2020. [doi]

@article{WangPP20-0,
  title = {A Training Data Set Cleaning Method by Classification Ability Ranking for the $k$ -Nearest Neighbor Classifier},
  author = {Yidi Wang and Zhibin Pan and Yiwei Pan},
  year = {2020},
  doi = {10.1109/TNNLS.2019.2920864},
  url = {https://doi.org/10.1109/TNNLS.2019.2920864},
  researchr = {https://researchr.org/publication/WangPP20-0},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {31},
  number = {5},
  pages = {1544-1556},
}