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Table 3 Systematic comparison of the accuracy with three different conditions: ECG alone, ECG + BP, and ECG + EEG

From: Robust detection of heartbeats using association models from blood pressure and EEG signals

Signals Overall scores (%)
Training data Hidden test data
ECG alone 99.61 84.50
ECG + BP 99.82 85.98
ECG + EEG 99.77 84.78
ECG + BP + EEG 99.97 86.26