Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
ProkBERT-mini
ProkBERT-mini is the method recorded for E. coli sigma70 promoter prediction. This page preserves the configuration reported by ProkBERT family: genomic language models for microbiome applications.
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 | E. coli sigma70 promoter datasetProkBERT family: genomic language models for microbiome applications · Table 3, ProkBERT-mini 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: Promoter versus non-promoter classification.
ProkBERT family: genomic language models for microbiome applications · Table 3, ProkBERT-mini 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 |
|---|---|---|
| ProkBERT-mini: E. coli sigma70 promoter prediction Model: ProkBERT-mini · Benchmark: E. coli sigma70 promoter prediction · Dataset: E. coli sigma70 promoter dataset Promoter versus non-promoter classification. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.87 Accuracy Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedProkBERT family: genomic language models for microbiome applications · Table 3, ProkBERT-mini 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.ProkBERT family: genomic language models for microbiome applications · Table 3, ProkBERT-mini 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-4438513d9cd42cSources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- ProkBERT family: genomic language models for microbiome applications · Original source · PMC10810988.1
Technical metadata and extraction receipts
Stable ID: reported-model-4438513d9cd42c
- areas
- microbes-communities
- entity level
- method
- version
- Not reported
- reported name
- ProkBERT-mini
- 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