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. 2017 Mar 14;18(Suppl 3):59. doi: 10.1186/s12859-017-1466-6

Table 1.

Precision, sensitivity, peak memory usage and wall clock time of the following clustering algorithms: bwtCluster (BWT), MetaCluster (MC), MBBC, and BiMeta (BM)

Dataset Size Tool Precluster Cluster Mem. Time
prec. sens. prec. sens. (GB)
Species level 0.1 BWT 0.84 0.18 0.83 0.8 0.3 3.7 m
MC × × × × × ×
MBBC 0.7 0.7 3.8 7.3 m
BM 0.52 0.76 2.6 9.1 m
Genus level 0.1 BWT 0.87 0.09 0.87 0.84 0.3 3.7 m
MC × × × × × ×
MBBC 0.79 0.79 3.9 8.7 m
BM 0.59 0.59 2.5 9.1 m
Family level 0.1 BWT 0.94 0.12 0.94 0.91 0.3 3.9 m
MC × × × × × ×
MBBC 0.78 0.78 3.8 4.6 m
BM 0.65 0.65 2.6 9 m
A 1.7 BWT 0.84 0.01 0.71 0.34 6.4 1 h
MC 0.90 0.05 0.76 0.71 22.4 41 m
MBBC ≥64 ≥24 h
BiMeta ≥69 ≥24 h
B 0.6 BWT 0.92 0.01 0.76 0.72 1.9 27 m
MC 0.97 0.05 0.82 0.37 10.5 11 m
MBBC ≥27 ≥24 h
BM 0.30 0.52 22 4.6 h
C 1.7 BWT 0.84 0.01 0.69 0.40 5.7 1 h
MC 0.90 0.05 0.71 0.70 22.3 43 m
MBBC ≥65 ≥24 h
BM ≥59 ≥24 h
Human gut 1.4 BWT 4.1 53 m
MC × ×
MBBC ≥35 ≥24 h
BM ≥17 ≥24 h
Mouse gut 0.8 BWT 2.2 25 m
MC × ×
MBBC ≥22 ≥24 h
BM ≥35 ≥24 h

The size of each dataset is given in billion base pairs (Gbp). Algorithms that return an error are marked with symbol ×