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Table 2 Performance evaluation results using CAMI metagenome datasets

From: TAMA: improved metagenomic sequence classification through meta-analysis

Sample

Species prediction

Abundance difference

Precision

Recall

F1-score

Low

CLARK

0.003

0.571

0.007

1.591

Kraken

0.003

0.524

0.007

1.620

Centrifuge

0.044

0.524

0.082

1.627

TAMA

0.917

0.524

0.667

1.620

Medium

CLARK

0.010

0.486

0.019

0.800

Kraken

0.010

0.486

0.019

0.800

Centrifuge

0.058

0.486

0.104

0.893

TAMA

0.652

0.429

0.517

0.826

High

CLARK

0.022

0.336

0.042

1.198

Kraken

0.022

0.336

0.042

1.198

Centrifuge

0.071

0.328

0.117

1.256

TAMA

0.720

0.320

0.443

1.207