# Classification on ThreeOf9 Source: [Classification on ThreeOf9]() Collection index: [llms.txt]() Data updated: 2026-03-11T07:53:20.170Z Evaluation of classification performance on the ThreeOf9 dataset. 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) | ThreeOf9 | | Metric | Average Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Average Accuracy](): Higher is better; unit: PERCENT. - [Accuracy Standard Deviation](): Lower is better; unit: SCALAR. ## Recorded results | Method | Average Accuracy | Result date | Report paper | | --- | --- | --- | --- | | RF | 99.4 | Not recorded | 68fa77751e209131cea733db | | CART | 98.8 | Not recorded | 68fa77751e209131cea733db | | LMT | 98.4 | Not recorded | 68fa77751e209131cea733db | | OCMT-H | 92.6 | Not recorded | 68fa77751e209131cea733db | | LS-OMS | 92.6 | Not recorded | 68fa77751e209131cea733db | | OCMT | 88.9 | Not recorded | 68fa77751e209131cea733db | | OCT-H | 81.7 | Not recorded | 68fa77751e209131cea733db | | SVM | 80.6 | Not recorded | 68fa77751e209131cea733db | | DL8.5 | 72.9 | Not recorded | 68fa77751e209131cea733db | | OCT | 66.1 | Not recorded | 68fa77751e209131cea733db | ### RF Average Accuracy: 99.4. Result ID: 69b11f6d6dbb7075b95b4837. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CART Average Accuracy: 98.8. Result ID: 69b11f6d6dbb7075b95b4836. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LMT Average Accuracy: 98.4. Result ID: 69b11f6d6dbb7075b95b4835. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCMT-H Average Accuracy: 92.6. Result ID: 69b11f6d6dbb7075b95b4833. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LS-OMS Average Accuracy: 92.6. Result ID: 69b11f6d6dbb7075b95b483a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCMT Average Accuracy: 88.9. Result ID: 69b11f6d6dbb7075b95b4831. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCT-H Average Accuracy: 81.7. Result ID: 69b11f6d6dbb7075b95b4834. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SVM Average Accuracy: 80.6. Result ID: 69b11f6d6dbb7075b95b4838. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DL8.5 Average Accuracy: 72.9. Result ID: 69b11f6d6dbb7075b95b4839. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCT Average Accuracy: 66.1. Result ID: 69b11f6d6dbb7075b95b4832. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.