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. 2019 Nov 4;15(11):e1007419. doi: 10.1371/journal.pcbi.1007419

Fig 5. AUC metrics compared using ADS.

Fig 5

We compared standard AUC (AUC-ROC) and AUC for precision-recall curve (AUC-PR) with CAFA dataset. We test unstructured (US), gene centric (GC) and term centric (TC) versions. US AUC-ROC and GC AUC-ROC exhibited exceptionally poor performance with the FP sets. TC AUC-PR showed good performance with both ADS and FP sets. RC and FPS are explained in previous figure text. ADS signal is plotted on the x-axis and the evaluation metric, shown in headings, is plotted on the y-axis.