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. 2019 Oct 28;20:525. doi: 10.1186/s12859-019-3104-y

Table 3.

AUPR and AUROC results for the compared methods. The tree-ensemble setting is the RF

AUPR Tn×Lm Ln×Tm Tn×Tm
Data eBICT GLSO LOCMO eBICT GLSO LOCMO eBICT GLSO LOCMO
ern 0.399 0.386 0.404 0.049 0.047 0.055 0.065 0.052 0.052
dpie 0.613 0.607 0.6 0.32 0.302 0.323 0.175 0.155 0.167
dpii 0.518 0.5 0.496 0.341 0.324 0.342 0.065 0.068 0.07
dpig 0.233 0.226 0.219 0.35 0.318 0.329 0.085 0.077 0.069
dpin 0.39 0.333 0.367 0.502 0.481 0.495 0.105 0.1 0.095
srn 0.149 0.133 0.168 0.028 0.032 0.025 0.023 0.023 0.018
Avg 0.384 0.364 0.376 0.265 0.251 0.262 0.086 0.079 0.079
AUROC Tn×Lm Ln×Tm Tn×Tm
ern 0.836 0.846 0.857 0.602 0.645 0.61 0.763 0.732 0.642
dpie 0.831 0.87 0.868 0.819 0.826 0.819 0.736 0.712 0.675
dpii 0.792 0.817 0.814 0.808 0.799 0.801 0.579 0.573 0.529
dpig 0.574 0.692 0.655 0.853 0.863 0.855 0.639 0.641 0.589
dpin 0.511 0.661 0.583 0.75 0.775 0.774 0.59 0.567 0.505
srn 0.812 0.779 0.806 0.518 0.569 0.532 0.558 0.558 0.496
Avg 0.726 0.778 0.764 0.725 0.746 0.732 0.644 0.631 0.573

Best values appear in boldface