| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 7563417 | Chemometrics and Intelligent Laboratory Systems | 2013 | 10 Pages |
Abstract
⺠The performance of five imputation methods is compared on synthetic and real data sets with elements missing completely at random. ⺠Correlation of imputation accuracy and classification accuracy is revealed. ⺠Relation between covariance changes and classification error changes affected by imputation is investigated.
Related Topics
Physical Sciences and Engineering
Chemistry
Analytical Chemistry
Authors
Yushan Liu, Steven D. Brown,