Deep Learning Based Syndrome Diagnosis of Chronic Gastritis

Table 1

Results of model with different nodes’ number (mean ± std.).

hid	Average precision ↑	Coverage ↓	Hamming loss ↓	One-error ↓	Ranking loss ↓
5	0.791 ± 0.019	0.191 ± 0.013	0.154 ± 0.011	0.304 ± 0.029	0.151 ± 0.016
10	0.802 ± 0.025	0.175 ± 0.019	0.144 ± 0.014	0.301 ± 0.043	0.133 ± 0.021
20	0.802 ± 0.029	0.175 ± 0.022	0.145 ± 0.012	0.303 ± 0.041	0.133 ± 0.026
30	0.817 ± 0.027	0.164 ± 0.021	0.139 ± 0.012	0.283 ± 0.039	0.120 ± 0.023
40	0.812 ± 0.017	0.168 ± 0.016	0.138 ± 0.015	0.292 ± 0.029	0.125 ± 0.017
50	0.815 ± 0.019	0.166 ± 0.018	0.137 ± 0.010	0.289 ± 0.027	0.123 ± 0.018
60	0.816 ± 0.023	0.164 ± 0.020	0.135 ± 0.009	0.287 ± 0.039	0.121 ± 0.020
70	0.818 ± 0.018	0.164 ± 0.015	0.139 ± 0.009	0.283 ± 0.028	0.120 ± 0.016
80	0.823 ± 0.018	0.158 ± 0.015	0.139 ± 0.014	0.278 ± 0.028	0.116 ± 0.016
90	0.821 ± 0.020	0.160 ± 0.016	0.137 ± 0.012	0.278 ± 0.034	0.116 ± 0.017
100	0.817 ± 0.023	0.166 ± 0.017	0.136 ± 0.006	0.281 ± 0.045	0.123 ± 0.018
200	0.818 ± 0.021	0.164 ± 0.016	0.139 ± 0.009	0.282 ± 0.035	0.120 ± 0.018
300	0.815 ± 0.023	0.164 ± 0.019	0.141 ± 0.011	0.287 ± 0.039	0.122 ± 0.022