An open dataset and code for classifying five ambulatory activities from 50 Hz triaxial accelerometry achieves F1 scores of 0.79 (binary high/low) and 0.83 (multi-class CNN).
V., Vanoverschelde, H., Heerman, J
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.QM 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
An Open-Source, Open Data Approach to Activity Classification from Triaxial Accelerometry in an Ambulatory Setting
An open dataset and code for classifying five ambulatory activities from 50 Hz triaxial accelerometry achieves F1 scores of 0.79 (binary high/low) and 0.83 (multi-class CNN).