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On the improvement of heart rate prediction using the combination of singular spectrum analysis and copula-based analysis approach

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By Clayton DG, Asieh Namazi, Allen MR, Broomhead DS
| PeerJ
Results We utilized 1,500 epochs of HR data for the 30-epochs-ahead prediction. To verify the reliability of this method, the results were compared with the original data. As a result, almost 502 sets of predicted HR have been done. So, Fig. 5 shows the mean value of MAE for different prediction algorithms (SSA+Clayton (green), SSA+Frank (blue), SSA+Clayton (red)). In Fig. 5, the results of SSA+Copula are displayed in green, blue, and red for Clayton, Frank, and Gumbel Copula, respectively.
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