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README.md
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- Root Mean Squared Error (RMSE)
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- R² (variance explained)
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### Example validation performance:
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MAE ≈ 1.45 BPM
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RMSE ≈ 3.59 BPM
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R² ≈ 0.86
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Limitations
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Model trained on AFDB dataset; generalization to other populations or devices may require fine-tuning.
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Designed for resting or moderate activity HR; extreme exercise scenarios may require additional smoothing or adaptation.
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## AFDB Citation
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Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220. RRID:SCR_007345.
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- Root Mean Squared Error (RMSE)
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- R² (variance explained)
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## AFDB Citation
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Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220. RRID:SCR_007345.
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