The Design of Adolescents’ Physical Health Prediction System Based on Deep Reinforcement Learning

Table 2

The prediction results of the DBN model under different hidden layer structures.

Group no.	Hidden layers	Hidden layer structure	Systolic pressure Acc (%)	Diastolic pressure Acc (%)
1	1	10	59.9	63.9
2	1	20	61.8	70.9
3	1	30	69.1	75.8
4	1	40	68.4	74.4
5	1	50	60.1	65.9
6	1	60	53.2	66.3
7	2	30-10	75.9	85.1
8	2	30-20	71.8	85.0
9	2	30-30	70.8	78.1
10	2	30-40	70.2	78.3
11	2	30-50	69.3	76.1
12	2	30-60	64.9	73.4
13	3	30-10-10	74.9	84.7
14	3	30-10-20	73.1	83.1
15	3	30-10-30	72.9	84.2
16	3	30-10-40	67.9	80.5
17	3	30-10-50	67.9	78.0
18	3	30-10-60	67.9	75.1