Research Article
Using the K-Nearest Neighbor Algorithm for the Classification of Lymph Node Metastasis in Gastric Cancer
Table 3
Univariate analyses of the features of gastric lymph node metastasis venous phase.
| No. | Feature | Mean Standard | 1 | 2 | | AUC | SU | IG | Negative | Positive |
| 19 | 40 keV | | | 0.000 | 0.087 | 0.282 | 0.684 | 0.070 | 0.072 | 20 | 50 keV | | | 0.000 | 0.102 | 0.269 | 0.673 | 0.070 | 0.072 | 21 | 60 keV | | | 0.000 | 0.135 | 0.247 | 0.653 | 0.086 | 0.092 | 22 | 70 keV | | | 0.000 | 0.209 | 0.209 | 0.620 | 0.106 | 0.104 | 23 | 80 keV | | | 0.000 | 0.481 | 0.118 | 0.559 | 0.110 | 0.122 | 24 | 90 keV | | | 0.000 | 0.949 | 0.011 | 0.535 | 0.018 | 0.018 | 25 | 100 keV | | | 0.000 | 0.781 | −0.047 | 0.562 | 0.018 | 0.020 | 26 | 110 keV | | | 0.003 | 0.611 | −0.085 | 0.599 | 0.011 | 0.011 | 27 | 120 keV | | | 0.012 | 0.521 | −0.107 | 0.613 | 0.011 | 0.011 | 28 | 130 keV | | | 0.028 | 0.461 | −0.123 | 0.613 | 0.011 | 0.011 | 29 | 140 keV | | | 0.052 | 0.423 | −0.134 | 0.626 | 0.018 | 0.019 | 30 | Effective-Z | | | 0.000 | 0.081 | 0.286 | 0.680 | 0.087 | 0.088 | 31 | Calcium-Iodine | | | 0.651 | 0.254 | −0.190 | 0.643 | 0.025 | 0.026 | 32 | Calcium-Water | | | 0.000 | 0.093 | 0.276 | 0.673 | 0.086 | 0.087 | 33 | Iodine-Calcium | | | 0.005 | 0.159 | 0.233 | 0.650 | 0.037 | 0.042 | 34 | Iodine-Water | | | 0.000 | 0.084 | 0.284 | 0.667 | 0.074 | 0.073 | 35 | Water-Calcium | | | 0.011 | 0.162 | −0.231 | 0.657 | 0.037 | 0.042 | 36 | Water-Iodine | | | 0.631 | 0.270 | −0.184 | 0.636 | 0.011 | 0.011 |
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