[Retracted] HRM Risk Early Warning Based on a Hybrid Solution of Decision Tree and Support Vector Machine

Table 1

Comparison of training and detection output of decision tree support vector machine.

Cycle time	T1	T2	T3	T4	T5	T6	T7	T8	T9
Expected output	0.39	0.41	0.52	0.58	0.75	0.69	0.14	0.25	0.26
Actual output	0.41145	0.4199	0.51988	0.6	0.75	0.69	0.12598	0.35	0.29
Error	-0.00959	-0.0169	-0.00997	0.02	0.011	0.012	-0.00789	-0.01	0.0029
Analysis results	Basic safety	Basic safety	Basic safety	Security	Security	Security	Higher risk	Risk	Risk
Expected results	Basic safety	Basic safety	Basic safety	Security	Security	Security	Higher risk	Risk	Risk