Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
NABAS+
NABAS+ is the method recorded for Metagenomic taxonomic classification. This page preserves the configuration reported by Advancing metagenomic classification with NABAS+: a novel alignment-based approach.
At a glance
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 |
|---|---|
| Recorded dataset | 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 |
| Model type | Not extracted or verified for this record. |
| Known versions | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Recorded evaluation
The imported evaluation describes this procedure: Newly generated sample19 used for classifier comparison.
Advancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score columnBenchmarks and results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. 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. |
Strengths and limitations
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.Advancing metagenomic classification with NABAS+: a novel alignment-based approach · Table 3, Sample19-new / NABAS+ row, F1 score column
Profile review details
Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.
Stable record: reported-model-e7d203bd99ca99Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Advancing metagenomic classification with NABAS+: a novel alignment-based approach · Original source · PMC12231603.1
Technical metadata and extraction receipts
Stable ID: reported-model-e7d203bd99ca99
- areas
- microbes-communities
- entity level
- method
- version
- Not reported
- reported name
- NABAS+
- missing metadata
- version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract