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Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
MIT License
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Split Learning #1

Closed kazumasan144 closed 4 years ago

kazumasan144 commented 4 years ago

Hi,

I notice that in your paper, you mentioned that there are 26,490 samples for 5 classes of heart beat for the ECG data. Inside your code, each of the 26,490 samples has 130 features. May I please ask if there is more information about these features such as what do these feature represent?

Thank you!

Minki-Kim95 commented 4 years ago

There are only 5 heartbeat types (5 classes) in ECG dataset image

I think 130 is just length of heart beat. you can understand what I say by upper image.

If you want more detail about ECG dataset, you can reference this paper "Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias" what we referenced.