Table 8 Evaluation of Prediction performance for marker set selected by HisCoM-mimi, Lasso, EN, or Group Lasso in PDAC samples
From: Hierarchical structural component modeling of microRNA-mRNA integration analysis
Marker set | Method | AUC-loocv | AUC-4-fold CV | AUC-8-fold CV |
|---|---|---|---|---|
HisCoM-mimi | HisCoM-mimi | 0.997 | 0.996 | 0.997 |
Lasso | 0.948 | 0.947 | 0.948 | |
EN | 0.975 | 0.969 | 0.971 | |
Group Lasso | 0.889 | 0.888 | 0.895 | |
Lasso | HisCoM-mimi | 0.976 | 0.975 | 0.976 |
Lasso | 0.938 | 0.928 | 0.939 | |
EN | 0.970 | 0.953 | 0.963 | |
Group Lasso | 0.910 | 0.910 | 0.918 | |
EN | HisCoM-mimi | 0.976 | 0.976 | 0.976 |
Lasso | 0.939 | 0.927 | 0.935 | |
EN | 0.969 | 0.957 | 0.965 | |
Group Lasso | 0.911 | 0.912 | 0.915 |