Result

97% accuracy

PC-mer + LR · accuracy · AMP

Tested pipeline: PC-mer + LR
Task: 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
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
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.

Reproduction

Split: genus-level
Adaptation: Not reported
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: metagenomic genus classification

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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Evidence table

Inspect claims, sources and review details

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 96.95 Individual claims	PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification Original source ↗ Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details AMP block PC-mer+LR section, k=8, first numeric value after k is Accuracy. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-019 Source artifact SHA-256: `0b0a225fa6f5f3ba41dffc7b320c91f47738301cf45835260eecaa03b704a097` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `0b0a225fa6f5f3ba41dffc7b320c91f47738301cf45835260eecaa03b704a097` Extraction artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Original source · version of record

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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

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