Open AccessEvaluating the Performance of Sensor-Based Bout Detection Algorithms: The Transition Pairing Method
Author(s) -
Paul R. Hibbing,
Samuel R. LaMunion,
Haileab Hilafu,
Scott E. Crouter
Publication year - 2020
Publication title -
journal for the measurement of physical behaviour
Language(s) - English
Resource type - Journals
eISSN - 2575-6613
pISSN - 2575-6605
DOI - 10.1123/jmpb.2019-0039
Subject(s) - false positive paradox , algorithm , change detection , pairing , false positives and false negatives , mathematics , computer science , correctness , artificial intelligence , statistics , physics , superconductivity , quantum mechanics
Bout detection algorithms are used to segment data from wearable sensors, but it is challenging to assess segmentation correctness.