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. 2022 Aug 12;13:909372. doi: 10.3389/fphys.2022.909372

TABLE 1.

Description of the different classification scenarios.

Scenario Training Classification Strategy
Scenario 1 (Sc1) SVM model trained with simulated signals (DS-2496) or augmented simulatedsignals (DS-7488) down-sampled raw signal; feature-based ECG signals; 10 best features
Scenario 2 (Sc2) SVM model trained with real signals (DS-334; DS-31) down-sampled raw signal; feature-based ECG signals
Scenario 3 (Sc3) SVM model trained with a hybrid training set (DS-334) + (DS-2496); (DS-31) +(DS-2496) down-sampled raw signal; feature-based ECG signals