Machine Learning Mini-Project

Human Activity Classification on the selfBACK Data Set

Using pycaret and keras to find good models

Peijin Chen
Towards Data Science
7 min readDec 1, 2020

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Photo by Ketut Subiyanto from Pexels

The SELFBACK dataset contains wearable data of 9 activity classes; 6 ambulatory activities and 3 sedentary activities, performed by 33 participants.
Data are recorded with two tri-axial accelerometers sampling at 100Hz…

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