This paper-specific evaluation tests Metagenomic taxonomic classification using CAMI II Toy human gastrooral sample19-new.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column; Table 3, Sample19-new / MetaPhlAn3 row, F1 score column |
| Inputs | CAMI II Toy human gastrooral sample19-newAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column; Table 3, Sample19-new / MetaPhlAn3 row, F1 score column |
| Assessment | F1 scoreAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column; Table 3, Sample19-new / MetaPhlAn3 row, F1 score column |
| Recorded split or evaluation setting | UnextractedAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column; Table 3, Sample19-new / MetaPhlAn3 row, F1 score column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: Newly generated sample19 used for classifier comparison. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
Advancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column; Table 3, Sample19-new / MetaPhlAn3 row, F1 score columnRelease 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| NABAS+: Metagenomic taxonomic classification Model: NABAS+ · Benchmark: Metagenomic taxonomic classification · Dataset: CAMI II Toy human gastrooral sample19-new Newly generated sample19 used for classifier comparison. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.719 F1 score Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column Source checking is not independent reproduction. |
| MetaPhlAn3: Metagenomic taxonomic classification Model: MetaPhlAn3 · Benchmark: Metagenomic taxonomic classification · Dataset: CAMI II Toy human gastrooral sample19-new Newly generated sample19 used for classifier comparison. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.753 F1 score Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedAdvancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / MetaPhlAn3 row, F1 score column Source checking is not independent reproduction. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-92137759a9e7b0Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-92137759a9e7b0