Table 5.

Summary of methods for evaluating activity recognition algorithms.

Ref	Train/Test Spilt	K-Fold	Leave-One-Out	Multi-Day	Respect Time	Sensitive to Data	Real Time	Offline Recognition	Usable on
		Cross-Validation	Cross-Validation	Segment	Order of Activities	Drift Problem	Recognition		Small Datasets
[16]	✓				Yes	Yes	Yes	Yes	No
[14,15,61]		✓			No	No	No	Yes	No
[41,49,51,60,78]			✓		Not necessarily	No	Yes	Yes	Yes
[34]				✓	Yes	No	Yes	Yes	No