Research Article
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 |
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