Figure 5. Fidelity of prediction certainty.

Each prediction is associated with uncertainty. Here, we pooled predictions within each certainty interval and measured the prediction performance (MCC). PaPrBaG, Kraken and BLAST show a steady increase in performance with increasing certainty. PaPrBaG achieves the highest MCC among all methods compared.