Table 1.

Improvements in functionality of the event-triggered machine learning (EvenT-ML) approach compared to Ojetola’s study [18] and the cascade-classifier approach (CCA) [14].

Function	Ojetola’s Study	CCA	EvenT-ML
Feature extraction	Implemented on every segment.	Implemented on segments with a peak higher than a certain threshold.	Implemented on segments with the highest peak during a certain period of time.
Multi-peak detection	N/A	No	Yes