0.924 AUC
ADA: AUC on Clathrin independent test: selected-embedding classifiers
- Tested configuration
- ADA
- Protocol
- Clathrin independent test: selected-embedding classifiers (clathrin protein classification)
- Dataset
- Clathrin independent test: selected-embedding classifiers
- Procedure
- Conventional classifiers and PLM-CLA compared using paper-selected features. CLA-IND 0.6 independent test from Shoombuatong 2024 dataset; source Table 1 carries cohort counts.
- Evaluation
- ADA: Clathrin independent test: selected-embedding classifiers
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 3, row ADA, column AUC; XML row5 column7
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
- CLA-IND 0.6 independent test from Shoombuatong 2024 dataset; source Table 1 carries cohort counts.
- 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 0.924 Individual claims | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 3, row ADA, column AUC; XML row5 column7 Version: journal full text in PMC | source checked Primary-table transcription and separate 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
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: paper-result-e274031e8e17dc0933
- areas
- proteins-complexes
- tasks
- clathrin protein classification
- printed value
- 0.924
- numeric value
- 0.924
- metric
- AUC
- metric direction
- higher
- unit
- fraction
- uncertainty
- Not reported
- eligible count
- Not reported
- scored count
- Not reported
- reported population
- Not reported
- source locator
- Table 3, row ADA, column AUC; XML row5 column7
- source occurrences
- source id: part2-clathrin-plm-2025; locator: Table 3, row ADA, column AUC; XML row5 column7
- review
- method: Primary-table transcription and separate automated source review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.
- missing metadata
- scored count: unreported; eligible count: unextracted; checkpoint revision: unextracted; uncertainty: unreported