Kimberly D. Bassindale

A Comparison of Machine Learning Approaches to Activity Classification Using IMU Data Collected in a Community-Based Setting

Highlights What are the main findings? Several classical machine learning models outperformed two deep learning models (as well as a chance-level “dummy” classifier) in classifying functional activities using both a small and an expanded set of features derived from an IMU dataset from four wearable sensors. What are t...