From: Improving missing value imputation of microarray data by using spot quality weights
Data set | Measure | β | WeNNI | KNNimpute | LSimpute adaptive |
---|---|---|---|---|---|
Breast cancer | MSD | 0.2 | 0.345 | 0.369 | 0.368 |
MSD_imputed | 1.59 | 1.81 | 1.75 | ||
Melanoma | MSD | 0.6 | 0.995 | 1.08 | 1.05 |
MSD_imputed | 3.41 | 3.77 | 3.64 | ||
Mycorrhiza | MSD | 0.2 | 0.216 | 0.241 | 0.244 |
MSD_imputed | 0.840 | 0.902 | 0.954 |