# Atrial Fibrillation risk classification on AF prediction dataset 24-month target (train) Source: [Atrial Fibrillation risk classification on AF prediction dataset 24-month target (train)]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:56:18.075Z Evaluation of Atrial Fibrillation risk classification performance using the training split of the AF prediction dataset, focusing on the 24-month target, reporting Balanced Accuracy, Macro F1, Macro Precision, Macro Recall, ROC AUC, and PRC 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 | Atrial Fibrillation risk classification | | Dataset (including any stated split) | AF prediction dataset 24-month target (train) | | Metric | Balanced Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Balanced Accuracy](): Higher is better; unit: PERCENT. - [Macro F1](): Higher is better; unit: PERCENT. - [Macro Precision](): Higher is better; unit: PERCENT. - [Macro Recall](): Higher is better; unit: PERCENT. - [ROC AUC](): Higher is better; unit: PERCENT. - [PRC AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Balanced Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Full model | 0.904 | Not recorded | 6a28f37690966ade919c1998 | | Simple model | 0.821 | Not recorded | 6a28f37690966ade919c1998 | | Linear model | 0.5 | Not recorded | 6a28f37690966ade919c1998 | | HAVOC | 0.5 | Not recorded | 6a28f37690966ade919c1998 | | CHARGE-AF | 0.5 | Not recorded | 6a28f37690966ade919c1998 | | C2HEST | 0.5 | Not recorded | 6a28f37690966ade919c1998 | | MHS | 0.5 | Not recorded | 6a28f37690966ade919c1998 | ### Full model Balanced Accuracy: 0.904. Result ID: 6a2a850efbc373592c281f41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. ### Simple model Balanced Accuracy: 0.821. Result ID: 6a2a850efbc373592c281f42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"prediction horizon":"24 months","number of predictors":"13"}. This record does not assert independent reproduction. ### Linear model Balanced Accuracy: 0.5. Result ID: 6a2a850efbc373592c281f43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. ### HAVOC Balanced Accuracy: 0.5. Result ID: 6a2a850efbc373592c281f44. [Reporting paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. ### CHARGE-AF Balanced Accuracy: 0.5. Result ID: 6a2a850efbc373592c281f45. [Reporting paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. ### C2HEST Balanced Accuracy: 0.5. Result ID: 6a2a850efbc373592c281f46. [Reporting paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. ### MHS Balanced Accuracy: 0.5. Result ID: 6a2a850efbc373592c281f47. [Reporting paper]() Recorded evaluation configuration: {"prediction horizon":"24 months"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.