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Table 7 F1 scores for species and genus detection of ATCC MSA-1003 mock community by 5 different algorithms

From: Mora: abundance aware metagenomic read re-assignment for disentangling similar strains

Algorithm

Species

Genus

F1

Sensitivity

Precision

F1

Sensitivity

Precision

Minimap2

26.67

80.00

16.00

47.62

83.33

33.33

Mora

37.64

80.00

24.62

55.56

83.33

41.67

AugPatho2

41.02

80.00

27.59

58.82

83.33

45.45

Kraken2

55.38

90.00

40.00

65.31

88.90

51.61

Bracken

52.94

90.00

37.50

64.00

88.90

50.00

  1. Kraken2 has the highest F1 score for both species and genus levels. Mora and AugPatho2 improve minimap2’s classifications, although their value is lower than Kraken2/Bracken