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ecg-classification's Introduction

ECG Classification

A review and work on classifying ECG signals.

The data-set belongs to MIT-BIH Arrhythmia Database

The data contains 109446 ECG signals and each one has 187 samples. The signals are labeled into 5 different classes. The below table describes the data-set:

Metric Value
Number of samples 109446
Length of signals 187
Number of classes 5

These figures depicts more information around ECG classes.

ECG Class Abstraction Description
0 N Normal
1 S Supraventricular ectopic
2 V Ventricular ectopic
3 F Fusion
4 Q Unknown

ECG signals

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