AUROC of SVM on Clathrin independent test: selected-embedding classifiers
0.982 AUROC
Methods
- Tested configuration
- SVM
- 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
- SVM: Clathrin independent test: selected-embedding classifiers
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not reported by the source
- Evidence
- Author-reported evaluation · source checkedAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 3, row SVM, column AUC; XML row13 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 0.982 Individual claims | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 3, row SVM, column AUC; XML row13 column7 Version: journal full text in PMC | 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
- 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-9c2aeff72feeb82f45
- areas
- proteins-complexes
- tasks
- clathrin protein classification
- printed value
- 0.982
- numeric value
- 0.982
- metric
- auroc
- metric direction
- higher
- unit
- unitless
- source locator
- Table 3, row SVM, column AUC; XML row13 column7
- source occurrences
- source id: part2-clathrin-plm-2025; locator: Table 3, row SVM, column AUC; XML row13 column7
- 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