# Migraine type classification on AoU (test) Source: [Migraine type classification on AoU (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:33:15.124Z Evaluation of model performance for Migraine type classification using the test split of the AoU dataset, reporting metrics such as ACC and AUC. 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 | Migraine type classification | | Dataset (including any stated split) | AoU (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 35 of 35 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | XGBoost | 92.39 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 92.33 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 92.26 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 92.06 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 92.02 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 91.98 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 91.76 | Not recorded | 699d30a36017c4460ffab564 | | LR | 91.67 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 91.63 | Not recorded | 699d30a36017c4460ffab564 | | LR | 91.62 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 91.61 | Not recorded | 699d30a36017c4460ffab564 | | LR | 91.44 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 91.11 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 90.34 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 89.77 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 84.73 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 84.15 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 84.02 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 83.96 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 83.82 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 83.78 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 83.7 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 83.38 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 83.17 | Not recorded | 699d30a36017c4460ffab564 | | LR | 82.6 | Not recorded | 699d30a36017c4460ffab564 | | XGBoost | 82.17 | Not recorded | 699d30a36017c4460ffab564 | | LR | 81.9 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 81.84 | Not recorded | 699d30a36017c4460ffab564 | | LR | 80.35 | Not recorded | 699d30a36017c4460ffab564 | | GBC | 80.29 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 80.1 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 80.02 | Not recorded | 699d30a36017c4460ffab564 | | LR | 79.68 | Not recorded | 699d30a36017c4460ffab564 | | LightGBM | 79.42 | Not recorded | 699d30a36017c4460ffab564 | | SVM | 77.76 | Not recorded | 699d30a36017c4460ffab564 | ### XGBoost Accuracy: 92.39. Result ID: 699dff825698665ec4b63810. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Gap"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 92.33. Result ID: 699dff825698665ec4b6380e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Gap"}. This record does not assert independent reproduction. ### GBC Accuracy: 92.26. Result ID: 699dff825698665ec4b6380f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Gap"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 92.06. Result ID: 699dff825698665ec4b63813. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Month"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 92.02. Result ID: 699dff825698665ec4b63815. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Month"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 91.98. Result ID: 699dff825698665ec4b6380b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Date"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 91.76. Result ID: 699dff825698665ec4b63809. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Date"}. This record does not assert independent reproduction. ### LR Accuracy: 91.67. Result ID: 699dff825698665ec4b6380c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Date"}. This record does not assert independent reproduction. ### GBC Accuracy: 91.63. Result ID: 699dff825698665ec4b63814. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Month"}. This record does not assert independent reproduction. ### LR Accuracy: 91.62. Result ID: 699dff825698665ec4b63811. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Gap"}. This record does not assert independent reproduction. ### GBC Accuracy: 91.61. Result ID: 699dff825698665ec4b6380a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Date"}. This record does not assert independent reproduction. ### LR Accuracy: 91.44. Result ID: 699dff825698665ec4b63816. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Month"}. This record does not assert independent reproduction. ### SVM Accuracy: 91.11. Result ID: 699dff825698665ec4b63817. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Month"}. This record does not assert independent reproduction. ### SVM Accuracy: 90.34. Result ID: 699dff825698665ec4b63812. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Gap"}. This record does not assert independent reproduction. ### SVM Accuracy: 89.77. Result ID: 699dff825698665ec4b6380d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Date"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 84.73. Result ID: 699dff825698665ec4b63804. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"Count BoC"}. This record does not assert independent reproduction. ### GBC Accuracy: 84.15. Result ID: 699dff825698665ec4b63805. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"Count BoC"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 84.02. Result ID: 699dff825698665ec4b637ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"One-hot encoding"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 83.96. Result ID: 699dff825698665ec4b63806. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"Count BoC"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 83.82. Result ID: 699dff825698665ec4b6381f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Without"}. This record does not assert independent reproduction. ### GBC Accuracy: 83.78. Result ID: 699dff825698665ec4b63800. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"One-hot encoding"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 83.7. Result ID: 699dff825698665ec4b6381d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Without"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 83.38. Result ID: 699dff825698665ec4b63801. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"One-hot encoding"}. This record does not assert independent reproduction. ### SVM Accuracy: 83.17. Result ID: 699dff825698665ec4b63808. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"Count BoC"}. This record does not assert independent reproduction. ### LR Accuracy: 82.6. Result ID: 699dff825698665ec4b63807. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"Count BoC"}. This record does not assert independent reproduction. ### XGBoost Accuracy: 82.17. Result ID: 699dff825698665ec4b6381a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Last"}. This record does not assert independent reproduction. ### LR Accuracy: 81.9. Result ID: 699dff825698665ec4b63820. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Without"}. This record does not assert independent reproduction. ### GBC Accuracy: 81.84. Result ID: 699dff825698665ec4b6381e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Without"}. This record does not assert independent reproduction. ### LR Accuracy: 80.35. Result ID: 699dff825698665ec4b63802. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"One-hot encoding"}. This record does not assert independent reproduction. ### GBC Accuracy: 80.29. Result ID: 699dff825698665ec4b63819. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Last"}. This record does not assert independent reproduction. ### SVM Accuracy: 80.1. Result ID: 699dff825698665ec4b63803. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"One-hot encoding"}. This record does not assert independent reproduction. ### SVM Accuracy: 80.02. Result ID: 699dff825698665ec4b63821. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Without"}. This record does not assert independent reproduction. ### LR Accuracy: 79.68. Result ID: 699dff825698665ec4b6381b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Last"}. This record does not assert independent reproduction. ### LightGBM Accuracy: 79.42. Result ID: 699dff825698665ec4b63818. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Last"}. This record does not assert independent reproduction. ### SVM Accuracy: 77.76. Result ID: 699dff825698665ec4b6381c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoding Type":"PaReGTA-Last"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.