Research Article
Construction and Evaluation of a Preoperative Prediction Model for Lymph Node Metastasis of cIA Lung Adenocarcinoma Using Random Forest
Table 4
Prediction probability of the test set (
).
| | Negative probability | Positive probability | Prediction result |
| | 1 | 0.880 | 0.120 | FN | | 2 | 0.864 | 0.136 | FN | | 3 | 0.994 | 0.006 | TN | | 4 | 0.998 | 0.002 | TN | | 5 | 0.996 | 0.004 | TN | | 6 | 0.980 | 0.020 | TN | | 7 | 1.000 | 0.000 | TN | | 8 | 1.000 | 0.000 | TN | | 9 | 1.000 | 0.000 | TN | | 10 | 1.000 | 0.000 | TN | | 11 | 1.000 | 0.000 | TN | | 12 | 0.932 | 0.068 | TN | | 13 | 1.000 | 0.000 | TN | | 14 | 1.000 | 0.000 | TN | | 15 | 1.000 | 0.000 | TN | | 16 | 1.000 | 0.000 | TN | | 17 | 1.000 | 0.000 | TN | | 18 | 1.000 | 0.000 | TN | | 19 | 1.000 | 0.000 | TN | | 20 | 0.998 | 0.002 | TN | | 21 | 1.000 | 0.000 | TN | | 22 | 0.708 | 0.292 | TP | | 23 | 0.720 | 0.280 | TP | | 24 | 0.476 | 0.524 | TP | | 25 | 0.598 | 0.402 | TP | | 26 | 0.634 | 0.366 | TP | | 27 | 0.646 | 0.354 | TP | | 28 | 0.508 | 0.492 | TP | | 29 | 0.662 | 0.338 | TP | | 30 | 0.546 | 0.454 | TP | | 31 | 0.614 | 0.386 | TP | | 32 | 0.578 | 0.422 | TP | | 33 | 0.702 | 0.298 | TP | | 34 | 0.556 | 0.444 | TP | | 35 | 0.728 | 0.272 | TP | | 36 | 0.712 | 0.288 | TP | | 37 | 0.664 | 0.336 | TP | | 38 | 0.674 | 0.326 | TP | | 39 | 0.730 | 0.270 | TP | | 40 | 0.998 | 0.002 | TN | | 41 | 1.000 | 0.000 | TN | | 42 | 1.000 | 0.000 | TN | | 43 | 1.000 | 0.000 | TN | | 44 | 0.988 | 0.012 | TN | | 45 | 1.000 | 0.000 | TN | | 46 | 1.000 | 0.000 | TN | | 47 | 0.808 | 0.192 | TN | | 48 | 0.970 | 0.030 | TN | | 49 | 0.992 | 0.008 | TN | | 50 | 0.982 | 0.018 | TN | | 51 | 0.982 | 0.018 | TN | | 52 | 1.000 | 0.000 | TN | | 53 | 0.976 | 0.024 | TN | | 54 | 1.000 | 0.000 | TN | | 55 | 0.970 | 0.030 | TN | | 56 | 1.000 | 0.000 | TN | | 57 | 1.000 | 0.000 | TN | | 58 | 0.992 | 0.008 | TN | | 59 | 0.996 | 0.004 | TN | | 60 | 0.988 | 0.012 | TN | | 61 | 0.996 | 0.004 | TN | | 62 | 0.846 | 0.154 | TN | | 63 | 1.000 | 0.000 | TN | | 64 | 1.000 | 0.000 | TN | | 65 | 1.000 | 0.000 | TN | | 66 | 0.926 | 0.074 | TN | | 67 | 0.994 | 0.006 | TN | | 68 | 0.960 | 0.040 | TN | | 69 | 0.982 | 0.018 | TN | | 70 | 1.000 | 0.000 | TN | | 71 | 0.982 | 0.018 | TN | | 72 | 1.000 | 0.000 | TN | | 73 | 1.000 | 0.000 | TN | | 74 | 1.000 | 0.000 | TN | | 75 | 0.992 | 0.008 | TN | | 76 | 1.000 | 0.000 | TN | | 77 | 1.000 | 0.000 | TN | | 78 | 0.950 | 0.05 | TN | | 79 | 0.898 | 0.102 | TN | | 80 | 0.988 | 0.012 | TN | | 81 | 1.000 | 0.000 | TN | | 82 | 0.998 | 0.002 | TN | | 83 | 0.916 | 0.084 | TN | | 84 | 1.000 | 0.000 | TN | | 85 | 1.000 | 0.000 | TN | | 86 | 0.982 | 0.018 | TN | | 87 | 0.998 | 0.002 | TN | | 88 | 1.000 | 0.000 | TN | | 89 | 1.000 | 0.000 | TN | | 90 | 1.000 | 0.000 | TN | | 91 | 1.000 | 0.000 | TN | | 92 | 1.000 | 0.000 | TN | | 93 | 0.928 | 0.072 | TN | | 94 | 1.000 | 0.000 | TN | | 95 | 0.992 | 0.008 | TN | | 96 | 1.000 | 0.000 | TN | | 97 | 0.976 | 0.024 | TN | | 98 | 0.834 | 0.166 | TN | | 99 | 1.000 | 0.000 | TN | | 100 | 1.000 | 0.000 | TN | | 101 | 0.996 | 0.004 | TN | | 102 | 0.936 | 0.064 | TN | | 103 | 0.952 | 0.048 | TN | | 104 | 1.000 | 0.000 | TN | | 105 | 0.970 | 0.030 | TN | | 106 | 0.992 | 0.008 | TN | | 107 | 1.000 | 0.000 | TN | | 108 | 0.996 | 0.004 | TN | | 109 | 0.998 | 0.002 | TN | | 110 | 0.984 | 0.016 | TN | | 111 | 1.000 | 0.000 | TN | | 112 | 0.996 | 0.004 | TN | | 113 | 0.994 | 0.006 | TN | | 114 | 1.000 | 0.000 | TN | | 115 | 0.998 | 0.002 | TN | | 116 | 0.904 | 0.096 | TN | | 117 | 0.958 | 0.042 | TN | | 118 | 0.998 | 0.002 | TN | | 119 | 1.000 | 0.000 | TN | | 120 | 1.000 | 0.000 | TN | | 121 | 0.852 | 0.148 | TN | | 122 | 1.000 | 0.000 | TN | | 123 | 1.000 | 0.000 | TN | | 124 | 0.860 | 0.140 | TN | | 125 | 1.000 | 0.000 | TN | | 126 | 1.000 | 0.000 | TN | | 127 | 0.950 | 0.050 | TN | | 128 | 1.000 | 0.000 | TN | | 129 | 0.996 | 0.004 | TN | | 130 | 0.824 | 0.176 | TN | | 131 | 0.962 | 0.038 | TN | | 132 | 0.810 | 0.190 | TN | | 133 | 0.984 | 0.016 | TN | | 134 | 0.926 | 0.074 | TN | | 135 | 0.896 | 0.104 | TN | | 136 | 0.960 | 0.040 | TN | | 137 | 1.000 | 0.000 | TN | | 138 | 0.996 | 0.004 | TN | | 139 | 0.956 | 0.044 | TN | | 140 | 1.000 | 0.000 | TN | | 141 | 0.920 | 0.080 | TN | | 142 | 0.794 | 0.206 | FP | | 143 | 0.994 | 0.006 | TN | | 144 | 0.996 | 0.004 | TN | | 145 | 1.000 | 0.000 | TN | | 146 | 1.000 | 0.000 | TN | | 147 | 0.936 | 0.064 | TN | | 148 | 1.000 | 0.000 | TN | | 149 | 0.998 | 0.002 | TN | | 150 | 0.748 | 0.252 | FP | | 151 | 0.996 | 0.004 | TN | | 152 | 0.920 | 0.080 | TN | | 153 | 1.000 | 0.000 | TN | | 154 | 1.000 | 0.000 | TN | | 155 | 0.996 | 0.004 | TN | | 156 | 1.000 | 0.000 | TN | | 157 | 0.996 | 0.004 | TN | | 158 | 1.000 | 0.000 | TN | | 159 | 1.000 | 0.000 | TN | | 160 | 1.000 | 0.000 | TN | | 161 | 0.998 | 0.002 | TN | | 162 | 1.000 | 0.000 | TN | | 163 | 0.996 | 0.004 | TN | | 164 | 0.974 | 0.026 | TN | | 165 | 1.000 | 0.000 | TN | | 166 | 0.904 | 0.096 | TN | | 167 | 1.000 | 0.000 | TN | | 168 | 1.000 | 0.000 | TN | | 169 | 1.000 | 0.000 | TN | | 170 | 0.990 | 0.010 | TN | | 171 | 1.000 | 0.000 | TN | | 172 | 1.000 | 0.000 | TN | | 173 | 1.000 | 0.000 | TN |
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