Comparing Person-Specific and Independent Models on Subject-Dependent and Independent Human Activity Recognition Performance
The distinction between subject-dependent and subject-independent performance is ubiquitous in the human activity recognition (HAR) literature. We assess whether HAR models really do achieve better subject-dependent performance than subject-independent performance, whether a model trained with data...
Main Authors: | Sebastian Scheurer, Salvatore Tedesco, Brendan O’Flynn, Kenneth N. Brown |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-06-01
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Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/20/13/3647 |
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