0.819 Donor AUC
GROVER Donor AUC
- Tested configuration
- GROVER (Donor classification)
- Protocol
- Feng Donor sequence classification
- Dataset
- Feng Donor dataset
- Procedure
- Table 1, frozen embeddings + task-specific random forest classifier
- Evaluation
- GROVER Donor evaluation
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Independent external evaluation · source checkedBenchmarking DNA foundation models for genomic and genetic tasks · Table 1, Donor row, GROVER column (deterministic XML extraction; see data/omics/amp-coverage-20261007/feng/selected-rows.json)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- Original predefined split retained where clearly defined; otherwise a random 70:30 train/test split, tuned by fivefold cross-validation. DNABERT-2/NT benchmark datasets are reshuffled unless an explicit source exception applies.
- Adaptation
- Frozen pretrained representation plus a supervised random-forest classifier head fitted for this exact task
- 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.
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
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.819 Individual claims | Benchmarking DNA foundation models for genomic and genetic tasks Table 1, Donor row, GROVER column (deterministic XML extraction; see data/omics/amp-coverage-20261007/feng/selected-rows.json) Version: PMC12663285.1 | source checked automated source review · 2026-10-07T13:38:59Z independent paper Audit detailsBounded transcription of a Codex-checked primary-source cell. No independent experimental reproduction or qualified human scientific review. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
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Release 2026-10-07-1448159e6a81 · Record review: source checked
1 source records and release history
Download this releaseTechnical metadata and extraction receipts
Stable ID: amp-feng-20261007-result-splice-donor-grover-auc
- metric
- Donor AUC
- metric direction
- higher
- missing metadata
- None recorded
- numeric value
- 0.819
- printed value
- 0.819
- review
- method: automated_source_review; notes: Bounded transcription of a Codex-checked primary-source cell. No independent experimental reproduction or qualified human scientific review.; reviewed at: 2026-10-07T13:38:59Z; reviewer: Claude Sonnet AMP-integration worker, bounded transcription of Codex-checked primary values (workbench/amp-supervision/primary-review.md, integration-review-corrections.md); pending qualified human scientific review
- source locator
- Table 1, Donor row, GROVER column (deterministic XML extraction; see data/omics/amp-coverage-20261007/feng/selected-rows.json)
- uncertainty
- Not reported
- unit
- AUC
Related records
- evaluation: GROVER Donor evaluation