An Efficient and Fast Model Reduced Kernel KNN for Human Activity Recognition

Table 1

Details of datasets.

Benchmarks	Observations	Features	Classes
Iris	150	4	3
Heart	270	13	2
Breast	263	9	2
Diabetes	768	8	2
Seed	210	7	3
Thyroid	215	5	2
Banana	5300	2	2
Image	2086	18	2
Ringnorm	7400	20	2
Splice	2991	60	2
Human activity data	Observations	Features	Classes
HAPT	10926	561	6
Smartphone	5744	561	6