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Real data results. MetaLasso achieved the AUC 0.62(0.02), and selected 3 genes as biomarkers
| Data Merging | Our model | |||
|---|---|---|---|---|
| Penalty | AUC | # Genes | AUC | # Genes |
| LASSO | 0.67(0.01) | 59 | 0.70(0.03) | 122 |
| Enet | 0.67(0.01) | 306 | 0.69(0.02) | 104 |
| Network | 0.58(0.01) | 255 | 0.70(0.04) | 214 |
| Abs-Network | 0.59(0.03) | 285 | 0.67(0.01) | 270 |
