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This genuine-time model analyzes the sign from only one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is developed in order to detect other sorts of anomalies like atrial flutter, and can be consistently extended and improved.For a binary outcome that may either be ‘yes/no’ or ‘true or false