ML Anthology

Cost-Sensitive Imputing Missing Values with Ordering

Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang
AAAI 2007 pp. 1922-1923
/aaai/2007/zhu2007aaai-cost/

Abstract

Various approaches for dealing with missing data have been developed so far. In this paper, two strategies are proposed for cost-sensitive iterative imputing missing values with optimal ordering. Experimental results demonstrate that proposed strategies outperform the existing methods in terms of imputation cost and accuracy.

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Cite

Text

Zhu et al. "Cost-Sensitive Imputing Missing Values with Ordering." AAAI Conference on Artificial Intelligence, 2007.

Markdown

[Zhu et al. "Cost-Sensitive Imputing Missing Values with Ordering." AAAI Conference on Artificial Intelligence, 2007.](https://mlanthology.org/aaai/2007/zhu2007aaai-cost/)

BibTeX

@inproceedings{zhu2007aaai-cost,
  title     = {{Cost-Sensitive Imputing Missing Values with Ordering}},
  author    = {Zhu, Xiaofeng and Zhang, Shichao and Zhang, Jilian and Zhang, Chengqi},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2007},
  pages     = {1922-1923},
  url       = {https://mlanthology.org/aaai/2007/zhu2007aaai-cost/}
}