0.961 ACC
PLM-CLA: ACC on Clathrin independent test: selected-embedding classifiers
- Tested configuration
- PLM-CLA
- 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
- PLM-CLA: Clathrin independent test: selected-embedding classifiers
- Evidence
- Author-reported evaluation · source checkedAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 3, row PLM-CLA, column ACC; XML row14 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.
Evaluation results
Release 2026-09-17-d277315f7d76 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| PLM-CLA: Clathrin independent test: selected-embedding classifiers Configuration: PLM-CLAProtocol: Clathrin independent test: selected-embedding classifiers (clathrin protein classification)Dataset: Clathrin independent test: selected-embedding classifiers 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. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.961 ACC Unit: fraction · Direction: higher | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 3, row PLM-CLA, column ACC; XML row14 column2 Source checking is not independent reproduction. |
Evidence table
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 0.961 Individual claims | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 3, row PLM-CLA, column ACC; XML row14 column2 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
Release 2026-09-17-d277315f7d76 · Record review: source checked
- 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-48b062f1f39640cb79
- areas
- proteins-complexes
- tasks
- clathrin protein classification
- printed value
- 0.961
- numeric value
- 0.961
- metric
- ACC
- 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 PLM-CLA, column ACC; XML row14 column2
- source occurrences
- source id: part2-clathrin-plm-2025; locator: Table 3, row PLM-CLA, column ACC; XML row14 column2
- 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