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Table 3 Output comparison across tools

From: GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning

Criteria

GenTB

TB-Profiler

Mykrobe

1) Output

   

 Type

Heatmap and barplot

Overview tables

Overview table

 Download

All intermediate and output files (JSON)

Yes (CSV)

Yes (JSON)

2) Genotypic predictions

Probability

Binary

Binary

3) Error rate

Yes

N.A.

N.A.

4) Resistance variants

Variant by drug

Variant by drug incl. fraction of mutant/wild-type allele

Variant by drug incl. depth of mutant and wild-type alleles

5) Unknown variants

Yes, in all genes

Yes, in candidate resistance genes

No

6) M. tuberculosis Lineage

   

 Main lineage

Yes

Yes

Yes

 Sublineage

Yes

Yes

Yes

 Typing scheme

Yes

No

No

7) Quality metrics

Trimming and contamination report

No. of reads, Percentage of reads mapped

No