From: SPUMONI 2: improved classification using a pangenome index of minimizer digests
Scenario | Mock community | Human microbiome | ||||||
---|---|---|---|---|---|---|---|---|
Goal | Retain yeast, eject microbial | Retain microbial, eject human | ||||||
Index database | 7 microbial species (n =5867 genomes) | Human (n =10 genomes) | ||||||
Tool | SPUMONI 1 | SPUMONI 2a | SPUMONI 2 | minimap2 | SPUMONI 1 | SPUMONI 2a | SPUMONI 2 | minimap2 |
Sensitivity | 97.38 | 97.62 | 95.32 | 97.90 | 99.24 | 95.07 | 97.08 | 99.56 |
Specificity | 90.77 | 97.38 | 97.06 | 97.85 | 94.30 | 99.97 | 99.12 | 99.97 |
Index size | 1.54 GB | 1.54 GB | 0.74 GB | 50.9 GB | 10.2 GB | 10.2 GB | 4.21 GB | 65.5 GB |
Peak memory | 1.62 GB | 1.62 GB | 0.80 GB | 8.40 GB | 11.0 GB | 11.0 GB | 4.56 GB | 9.99 GB |
Time (s) | 367.39 | 362.89 | 193.53 | 2957.56 | 1628.7 | 1747.12 | 732.63 | 3070.0 |