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. 2018 Dec 10;35(15):2535–2544. doi: 10.1093/bioinformatics/bty1017

Table 2.

Comparison among DeepIsoFun, mi-SVM and WLRM on different expression datasets in terms of AUC and AUPRC values

AUC
AUPRC
Dataset method DeepIsoFun mi- SVM WLRM DeepIsoFun mi- SVM WLRM
Dataset#1 0.735 0.679 0.691 0.292 0.221 0.218
Dataset#2 0.729 0.667 0.658 0.246 0.209 0.182
Dataset#3 0.704 0.643 0.664 0.234 0.198 0.177

Note: The benchmark positive and negative instances of each GO term used in testing were defined by following the procedure in Eksi et al. (2013).