Table 3.
The most frequently selected combination of two or three genes for the whole-blood expression imputation model and its performance for classifying NDR vs. DR.
| No. of Features | Selected Feature Set | Selection Frequency | AUC-ROC (SD) | |
|---|---|---|---|---|
| Training 5CV Set | Test Set | |||
| 1 | DPY19L3 | 79 | 0.845 (0.027) | 0.839 (0.070) |
| 2 | DPY19L3, GSTT1 | 32 | 0.918 (0.023) | 0.919 (0.040) |
| 3 | DPY19L3, GSTT1, NUCB1 | 9 | 0.935 (0.024) | 0.935 (0.040) |
5CV, five-fold cross-validation; AUC-ROC, area under the receiver operating characteristic curve; SD, standard deviation; NDR, non-durable response; DR, durable response.