From: Dimension reduction with gene expression data using targeted variable importance measurement
 | Simulation | |||||
---|---|---|---|---|---|---|
 | Linear | Polynomial | ||||
 | R 2 | T.P | cor. | R 2 | T.P. | cor. |
UR-VIM | 0.1444 | 9.0 | 0.2956 | 0.0862 | 8.2 | 0.3642 |
| 0.1907 | 8.8 | 0.2534 | 0.1605 | 7.2 | 0.2590 |
| 0.6059 | 19.9 | 0.2289 | 0.4132 | 19.2 | 0.2234 |
TMLE-VIM(λ) | 0.5916 | 20 | 0.1242 | 0.3859 | 17.7 | 0.0867 |