Accuracy of E-value on FUJISAN test sub-dataset
81.9% Accuracy
Methods
- Tested configuration
- E-value
- Protocol
- Enzyme-pair functional identity: original held-out test (Enzyme functional identity prediction)
- Dataset
- FUJISAN test sub-dataset
- Procedure
- LightGBM FUJISAN and comparison methods; predictions thresholded to maximizeF 1. Protein-pair splitting is not evidence of disjoint proteins or families. 41,600 protein pairs; balanced functional-identity classes; random 56.25/18.75/25% training/validation/test split.
- Evaluation
- E-value: Enzyme-pair functional identity: original held-out test
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not reported by the source
- Evidence
- Author-reported evaluation · source checkedEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, row E-value, column ACC (%); XML row3 column2
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
- 41,600 protein pairs; balanced functional-identity classes; random 56.25/18.75/25% training/validation/test split.
- Adaptation
- Paper-specific evaluated pipeline; exact checkpoint not inferred from label
- 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 81.91 Individual claims | Enhanced prediction of protein functional identity through the integration of sequence and structural features Table 1, row E-value, column ACC (%); XML row3 column2 Version: PMC11609699.1 | source checked ["transcription","automated-source-review"] · 2026-09-17 author reported Audit detailsSource checked does not mean experimentally reproduced. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- Enhanced prediction of protein functional identity through the integration of sequence and structural features · Original source · PMC11609699.1
Technical metadata and extraction receipts
Stable ID: paper-result-7a33f77a25091433d2
- areas
- proteins-complexes
- tasks
- Enzyme functional identity prediction
- printed value
- 81.91
- numeric value
- 81.91
- metric
- accuracy
- metric direction
- higher
- unit
- percent
- source locator
- Table 1, row E-value, column ACC (%); XML row3 column2
- source occurrences
- source id: part2-fujisan-2024; locator: Table 1, row E-value, column ACC (%); XML row3 column2
- review
- method: transcription; automated-source-review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.; method note: primary table; source review separate from transcription
- missing metadata
- checkpoint revision: reason: unextracted; eligible count: reason: unextracted; reported population: reason: unextracted; scored count: reason: unreported; uncertainty: reason: unreported