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Table 3 Average classification performance by metagenome database used

From: A fast and robust protocol for metataxonomic analysis using RNAseq data

Database

Bacteria

Bacteria

Fungi

Fungi

Virus

Species level

Genus level

Species level

Genus level

First taxon level

TPR

FDR

TPR

FDR

TPR

FDR

TPR

FDR

TPR

FDR

RefSeq

0.76 ± 0.12

0.56 ± 0.20

0.83 ± 0.13

0.34 ± 0.19

0.78 ± 0.05

0.79 ± 0.19

0.89 ± 0.08

0.72 ± 0.23

0.95 ± 0.14

0.05 ± 0.07

Custom

0.78 ± 0.12

0.34 ± 0.12

0.84 ± 0.13

0.07 ± 0.07

0.98 ± 0.05

0.45 ± 0.21

0.96 ± 0.08

0.41 ± 0.19

0.99 ± 0.03

0.08 ± 0.10

p value

0.017

<0.001

0.507

<0.001

<0.001

<0.001

<0.001

<0.001

0.353

0.378

  1. TPR and FDR are averaged across 18 experiments each, statistically significant results highlighted in bold