Cost-sensitive imputing missing values with ordering

Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang · 2007

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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