Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
PC-mer + LR
PC-mer + LR is the method recorded for metagenomic genus classification. This page preserves the configuration reported by PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification.
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 | AMPPC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) column |
| Recorded split | genus-levelPC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) 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: k=8 PC-mer feature extraction with logistic regression on AMP genus-classification dataset
PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) 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 |
|---|---|---|
| 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. |
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.PC-mer: An Ultra-fast memory-efficient tool for metagenomics profiling and classification · Table 3, AMP section, PC-mer + LR k=8 row, Accuracy (%) 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-688eb780ef7d2eSources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- 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: reported-model-688eb780ef7d2e
- areas
- microbes-communities
- entity level
- method
- version
- Not reported
- reported name
- PC-mer + LR
- 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