result · source checked
96.95% accuracy
PC-mer + LR · accuracy · AMP
- Tested model
- PC-mer + LR
- Task or benchmark
- metagenomic genus classification
- Dataset
- AMP
- Procedure
- k=8 PC-mer feature extraction with logistic regression on AMP genus-classification dataset
- Evaluation
- PC-mer + LR: metagenomic genus classification
- Evidence
- Author-reported evaluation · source checkedPC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Evaluation 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 |
|---|---|---|
| PC-mer + LR: metagenomic genus classification k=8 PC-mer feature extraction with logistic regression on AMP genus-classification dataset Author-reported evaluation · Evaluation metadata: needs review | ||
| 96.95% accuracy Unit: percent · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedPC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Original source · version of record
Technical metadata and extraction receipts
Stable ID: lit-b4-019
- areas
- microbes-communities
- tasks
- metagenomic genus classification
- printed value
- 96.95
- numeric value
- 96.95
- metric
- accuracy
- metric direction
- unknown
- unit
- percent
- uncertainty
- Not reported
- source locator
- Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column
- review
- method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: AMP block PC-mer+LR section, k=8, first numeric value after k is Accuracy. Transcription verified; experimental claims not independently reproduced.; evidence: 96.95; artifact sha256: 0b0a225fa6f5f3ba41dffc7b320c91f47738301cf45835260eecaa03b704a097; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11293629/fullTextXML
- legacy id
- lit-b4-019
- legacy row
- id: lit-b4-019; paper id: pc-mer-2024; domain id: microbes-communities; task: metagenomic genus classification; model: PC-mer + LR; model version: Not reported; dataset: AMP; dataset version: Not reported; split: genus-level; metric: accuracy; value: 96.95; unit: percent; uncertainty: Not reported; protocol: k=8 PC-mer feature extraction with logistic regression on AMP genus-classification dataset; source locator: Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11293629/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract
Related records
- evaluation: PC-mer + LR: metagenomic genus classification
- subject: Reported accuracy for PC-mer + LR