Physical behaviors (e.g., sleep, sedentary behavior, and physical activity) often occur in sustained bouts that are punctuated with brief interruptions. To detect classify these interrupted bouts, researchers commonly use wearable devices specialized algorithms. Most algorithms examine the data chronological order, initiating terminating whenever specific criteria met. Consequently, may encapsu...