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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