/ECG-Arrhythmia-Classification

Contains python code for ECG arrhythmia classification into 5 categories

Primary LanguagePythonMIT LicenseMIT

ECG-Arrhythmia-Classification

Python code for ECG arrhythmia classification into 5 categories from the MIT-BIH data set.

-N (Normal) -S (Supraventricular Ectopic beats) -V(Ventricular Ectopic beats) -F(Fusion Beats) -Q(Unknown Beats) Contains 109446 samples with a sampling frequency of 125 Hz.

The training and test data set can be downloaded from - https://physionet.org/content/mitdb/1.0.0/

Around 98% of accuracy can be observed for classification