Analysis of Human Exercise Health Monitoring Data of Smart Bracelet Based on Machine Learning

Table 2

Prediction details of linear kernel SVM test set.

	Walk	Go upstairs	Sit-up	Run	Go downstairs	Wipe	%
Walk	96	12	1	2	3	4	70.28
Go upstairs	8	55	0	1	4	1	80.03
Sit-up	2	0	83	1	1	0	101
Run	1	1	1	112	0	1	102
Go downstairs	5	2	0	0	107	0	92.33
Wipe	3	2	1	1	0	131	102