# Classification on UCI Coverbin (Error Rate) Source: [Classification on UCI Coverbin (Error Rate)]() Collection index: [llms.txt]() Data updated: 2026-05-12T15:16:03.813Z Evaluation of general classification performance on the UCI Coverbin dataset, reporting Error Rate. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Classification | | Dataset (including any stated split) | UCI Coverbin | | Metric | Error Rate | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 2 of 2 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Error Rate](): Lower is better; unit: PERCENT. ## Recorded results | Method | Error Rate | Result date | Report paper | | --- | --- | --- | --- | | FM-GP | 13.1 | Not recorded | 6a02b475dbc836b87d824b91 | | GPnn | 14.3 | Not recorded | 6a02b475dbc836b87d824b91 | ### FM-GP Error Rate: 13.1. Result ID: 6a03442547f34ce924e85789. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d":"54","n":"522910"}. This record does not assert independent reproduction. ### GPnn Error Rate: 14.3. Result ID: 6a03442547f34ce924e8578a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d":"54","n":"522910"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.