数据集——宫颈癌预测
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机器学习
| 年龄 | 性伴侣数量 | 怀孕数量 | 抽烟 | 吸烟(年) | 烟(包/年) | 激素避孕药 | 激素避孕药(年) | 性传播疾病(数量) | 是否癌症 |
| 18 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 34 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 52 | 5 | 4 | 1 | 37 | 37 | 1 | 3 | 0 | 1 |
| 46 | 3 | 4 | 0 | 0 | 0 | 1 | 15 | 0 | 0 |
| 42 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 51 | 3 | 6 | 1 | 34 | 3.4 | 0 | 0 | 0 | 0 |
| 26 | 1 | 3 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 45 | 1 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 44 | 3 | ? | 1 | 1.266972909 | 2.8 | 0 | 0 | 0 | 0 |
| 44 | 3 | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 27 | 1 | 3 | 0 | 0 | 0 | 1 | 8 | 0 | 0 |
| 45 | 4 | 6 | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| 44 | 2 | 2 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 43 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 40 | 3 | 2 | 0 | 0 | 0 | 1 | 15 | 0 | 0 |
| 41 | 4 | 3 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 43 | 3 | 8 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 42 | 2 | ? | 0 | 0 | 0 | 1 | 7 | 2 | 0 |
| 40 | 2 | ? | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 43 | 2 | 4 | 0 | 0 | 0 | 1 | 15 | 0 | 0 |
| 41 | 3 | 4 | 0 | 0 | 0 | 1 | 10 | 1 | 0 |
| 40 | 1 | 1 | 0 | 0 | 0 | 1 | 0.25 | 2 | 0 |
| 40 | 1 | 2 | 0 | 0 | 0 | 1 | 15 | 0 | 1 |
| 40 | 3 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 44 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 39 | 5 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 39 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 37 | 3 | 1 | 1 | 3 | 0.04 | 0 | 0 | 0 | 0 |
| 37 | 6 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 41 | 3 | 3 | 0 | 0 | 0 | 1 | 22 | 0 | 0 |
| 40 | 2 | 2 | 0 | 0 | 0 | 1 | 19 | 0 | 0 |
| 37 | 3 | 5 | 1 | 1.266972909 | 0.513202128 | 1 | 10 | 1 | 0 |
| 37 | 3 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 38 | 2 | 2 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 37 | 3 | 5 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 39 | 2 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 37 | ? | 1 | 0 | 0 | 0 | 1 | 0.58 | 0 | 0 |
| 39 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 36 | 2 | 3 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 37 | ? | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 37 | 2 | ? | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 36 | 3 | 3 | 1 | 1.266972909 | 2.4 | 1 | 9 | 0 | 0 |
| 36 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 37 | 3 | 3 | 1 | 12 | 6 | 1 | 13 | 0 | 0 |
| 36 | 1 | 4 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 36 | 2 | 3 | ? | ? | ? | 1 | 5 | 0 | 0 |
| 40 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 41 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 37 | 3 | 3 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 36 | 3 | 4 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 36 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 36 | 5 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 35 | 3 | 4 | 1 | 18 | 9 | 0 | 0 | 0 | 0 |
| 36 | 1 | 3 | 0 | 0 | 0 | 1 | 11 | 0 | 0 |
| 41 | 4 | 5 | 0 | 0 | 0 | 1 | 15 | 0 | 0 |
| 35 | 5 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 33 | 3 | 6 | 1 | 7 | 1.6 | 1 | 0.25 | 0 | 0 |
| 35 | 2 | 6 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 35 | 3 | 4 | 0 | 0 | 0 | 1 | 7 | 2 | 0 |
| 34 | 3 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 35 | 3 | 5 | 1 | 19 | 19 | 1 | 4 | 0 | 0 |
| 35 | 1 | 1 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 33 | 1 | 2 | 0 | 0 | 0 | 1 | 12 | 2 | 0 |
| 38 | 2 | 4 | 0 | 0 | 0 | 1 | 16 | 0 | 1 |
| 37 | 3 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 34 | 3 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 36 | 4 | 2 | 1 | 21 | 21 | 0 | 0 | 0 | 0 |
| 35 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 35 | 5 | 2 | 0 | 0 | 0 | 1 | 0.33 | 0 | 0 |
| 36 | 4 | 3 | 0 | 0 | 0 | 1 | 15 | 0 | 0 |
| 34 | ? | 3 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 34 | 2 | 2 | 0 | 0 | 0 | 1 | 0.33 | 0 | 0 |
| 35 | 2 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 35 | 2 | 2 | 1 | 15 | 0.32 | ? | ? | ? | 0 |
| 35 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 34 | 5 | 5 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 33 | 3 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 35 | 3 | 6 | 1 | 13 | 2.6 | 1 | 7 | 1 | 0 |
| 35 | 2 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 33 | 1 | 3 | 0 | 0 | 0 | 1 | 0.16 | 0 | 0 |
| 31 | 3 | 3 | 1 | 16 | 0.8 | 0 | 0 | 0 | 0 |
| 32 | 2 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 32 | 3 | 2 | 0 | 0 | 0 | 1 | 8 | 0 | 0 |
| 36 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 34 | 1 | 1 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 36 | 2 | 2 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 35 | 5 | 2 | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| 32 | 3 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 33 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 36 | 1 | 6 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 35 | 3 | 5 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 33 | 4 | 3 | 0 | 0 | 0 | 1 | 8 | 0 | 0 |
| 33 | 1 | 2 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 33 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 31 | 4 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 35 | 5 | ? | 1 | 15 | 15 | 1 | 14 | 0 | 0 |
| 35 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 31 | 1 | 5 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 33 | 3 | 2 | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| 34 | 3 | 7 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 30 | 5 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 31 | 3 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 38 | 3 | 4 | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| 33 | 2 | 3 | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| 34 | 4 | 4 | 1 | 8 | 2 | 0 | 0 | 0 | 0 |
| 30 | 4 | 2 | 0 | 0 | 0 | 1 | 13 | 0 | 0 |
| 33 | 5 | 1 | 1 | 4 | 0.513202128 | 1 | 2.282200521 | 0 | 0 |
| 32 | 2 | 2 | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| 32 | 2 | 1 | 0 | 0 | 0 | ? | ? | 0 | 0 |
| 32 | 3 | 1 | 0 | 0 | 0 | 1 | 8 | 0 | 0 |
| 32 | 7 | 2 | 1 | 19 | 5.7 | ? | ? | ? | 0 |
| 30 | 3 | 2 | 0 | 0 | 0 | 1 | 9 | 2 | 0 |
| 23 | 5 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 34 | 3 | 4 | 0 | 0 | 0 | 1 | 0.66 | 0 | 0 |
| 34 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 31 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 30 | 3 | 3 | ? | ? | ? | ? | ? | ? | 0 |
| 30 | 2 | 2 | 0 | 0 | 0 | 1 | 11 | 0 | 0 |
| 28 | 3 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 33 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 30 | 5 | 3 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 31 | 3 | 4 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 29 | 5 | ? | 0 | 0 | 0 | 1 | 2 | 2 | 0 |
| 30 | 3 | 4 | 0 | 0 | 0 | 1 | 12 | 0 | 0 |
| 31 | 3 | 4 | 1 | 10 | 1 | 0 | 0 | 0 | 0 |
| 31 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 29 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 29 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 30 | 2 | 6 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 28 | 2 | 6 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 30 | ? | 3 | 1 | 22 | 3.3 | 0 | 0 | 1 | 0 |
| 30 | 2 | 2 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 33 | 4 | 2 | 1 | 14 | 3.5 | 1 | 0.08 | 0 | 0 |
| 30 | 3 | 3 | 0 | 0 | 0 | 1 | 12 | 2 | 0 |
| 27 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 31 | 2 | 3 | 0 | 0 | 0 | ? | ? | 0 | 0 |
| 29 | 4 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 29 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 30 | 2 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 30 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 3 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 31 | 3 | 3 | 1 | 16 | 12 | ? | ? | ? | 0 |
| 28 | 1 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 30 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 31 | 3 | 6 | 1 | 0.5 | 0.025 | 1 | 6 | 0 | 0 |
| 30 | 4 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 29 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 33 | 3 | 5 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 31 | 3 | 5 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 28 | 2 | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 30 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 3 | 2 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 26 | 2 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 27 | 2 | 3 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 28 | 4 | 2 | 1 | 11 | 2.75 | 1 | 6 | 0 | 0 |
| 27 | 1 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 29 | ? | 2 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 32 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 27 | 2 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 28 | 2 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 28 | 2 | 2 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 28 | 1 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 28 | 5 | 4 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 29 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 30 | 3 | 2 | 0 | 0 | 0 | 1 | 5 | 1 | 0 |
| 29 | 1 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 27 | 2 | ? | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 29 | 4 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 3 | 4 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 26 | 3 | 3 | 0 | 0 | 0 | 1 | 0.25 | 1 | 0 |
| 26 | 2 | 2 | 1 | 1.266972909 | 0.513202128 | 1 | 4 | 0 | 0 |
| 29 | 2 | 2 | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| 29 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 28 | 3 | 5 | 1 | 12 | 12 | 0 | 0 | 0 | 0 |
| 26 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 27 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 27 | 3 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 27 | 4 | 4 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 30 | 1 | 2 | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| 26 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 27 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 3 | 4 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 28 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 1 | 2 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 28 | 2 | ? | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| 25 | 15 | 2 | ? | ? | ? | 0 | 0 | 2 | 0 |
| 28 | 3 | 3 | 1 | 12 | 6 | 1 | 7 | 1 | 0 |
| 27 | 5 | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 1 |
| 25 | 2 | 2 | 0 | 0 | 0 | 1 | 5 | ? | 0 |
| 28 | 8 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 29 | 3 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 27 | 2 | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 26 | 10 | 1 | 1 | 9 | 0.513202128 | ? | ? | ? | 0 |
| 25 | 4 | 3 | 0 | 0 | 0 | 1 | 1.5 | 0 | 0 |
| 26 | 2 | 2 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 28 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 5 | ? | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 27 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 27 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 7 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 4 | 4 | 1 | 2 | 0.2 | 0 | 0 | 0 | 0 |
| 27 | 2 | 2 | 1 | 7 | 1.4 | 1 | 3 | 3 | 0 |
| 28 | 2 | 2 | 0 | 0 | 0 | 1 | 0.42 | 2 | 0 |
| 21 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 3 | 2 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 28 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 26 | 3 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 27 | 4 | 1 | 0 | 0 | 0 | 1 | 0.67 | 0 | 0 |
| 25 | 3 | 2 | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| 25 | 5 | 4 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 27 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 26 | 3 | 3 | 1 | 5 | 5 | ? | ? | 1 | 0 |
| 28 | 3 | 6 | 1 | 14 | 2.1 | 1 | 7 | 2 | 0 |
| 30 | 1 | 3 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 25 | 1 | 1 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 29 | 3 | 3 | 1 | 10 | 2 | 1 | 6 | 0 | 0 |
| 26 | 1 | 2 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 28 | 3 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 23 | 4 | 1 | 1 | 4 | 0.513202128 | 1 | 2 | 0 | 0 |
| 25 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 25 | ? | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 30 | 1 | 3 | 0 | 0 | 0 | ? | ? | 1 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 1 | 0.16 | 0 | 0 |
| 24 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 28 | 6 | 3 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 26 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 4 | 3 | 1 | 7 | 0.7 | 0 | 0 | 2 | 0 |
| 31 | 2 | 3 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 27 | 3 | 4 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 23 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 26 | 3 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 24 | 2 | 2 | 0 | 0 | 0 | 1 | 0.16 | 0 | 0 |
| 25 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 25 | 2 | 1 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 24 | 2 | 3 | 0 | 0 | 0 | 1 | 4 | 1 | 0 |
| 24 | 2 | 1 | 0 | 0 | 0 | ? | ? | 1 | 0 |
| 29 | 4 | 5 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 28 | 3 | 2 | 1 | 8 | 0.8 | 1 | 8 | 0 | 0 |
| 24 | 1 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 24 | 2 | 1 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 30 | 1 | 1 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 25 | 6 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 25 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 28 | 2 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 1 | 0.67 | 0 | 0 |
| 25 | 2 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 22 | 3 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 25 | 2 | 2 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 24 | 2 | 1 | 1 | 6 | 1.2 | 1 | 8 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 25 | 2 | 2 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 24 | 4 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 22 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 21 | 5 | 1 | 0 | 0 | 0 | 1 | 0.42 | 0 | 0 |
| 23 | 8 | 1 | 1 | 10 | 7.5 | 1 | 8 | 0 | 0 |
| 28 | 2 | 4 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 21 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 2 | 7 | 1 | 1.266972909 | 0.513202128 | ? | ? | ? | 0 |
| 22 | 2 | 2 | 1 | 5 | 1.25 | 1 | 6 | 0 | 0 |
| 21 | ? | ? | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 22 | 2 | 3 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 23 | 2 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 26 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 24 | 3 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 23 | ? | ? | 0 | 0 | 0 | ? | ? | ? | 0 |
| 24 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 24 | 2 | 1 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 21 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 4 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 20 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 2 | 1 | ? | ? | ? | ? | ? | ? | 0 |
| 23 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 4 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 25 | 3 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 22 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 26 | 2 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 21 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 3 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 23 | 2 | 2 | 1 | 1.266972909 | 0.513202128 | 1 | 5 | 0 | 0 |
| 26 | 2 | 2 | 1 | 3 | 3 | 1 | 2 | 0 | 0 |
| 21 | 1 | 2 | 1 | 15 | 0.75 | 1 | 4 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 22 | 2 | 3 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 1 | 1 | 0 | 0 | 0 | 1 | 7 | 2 | 0 |
| 24 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 1 | 2 | ? | ? | ? | 0 | 0 | 0 | 0 |
| 24 | 1 | 3 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 23 | 3 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 23 | 2 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 20 | ? | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | 4 | 3 | 1 | 1 | 0.1 | 1 | 7 | 0 | 0 |
| 25 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 23 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 20 | 5 | 1 | 1 | 0.5 | 0.513202128 | 0 | 0 | 0 | 0 |
| 26 | 3 | 1 | 0 | 0 | 0 | 1 | 0.66 | 0 | 0 |
| 23 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 25 | 2 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 23 | 4 | 2 | 0 | 0 | 0 | ? | ? | 2 | 0 |
| 23 | 2 | 1 | 0 | 0 | 0 | 1 | 0.58 | 0 | 0 |
| 24 | 4 | 4 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 23 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 24 | 5 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 21 | 1 | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 20 | 3 | 2 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 24 | 2 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 20 | 1 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 23 | 2 | 1 | 0 | 0 | 0 | 1 | 6 | 0 | 0 |
| 23 | 1 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 22 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 22 | 2 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 20 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 22 | 2 | 2 | 0 | 0 | 0 | 1 | 3 | ? | 0 |
| 33 | ? | 4 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 20 | 1 | 1 | 0 | 0 | 0 | 1 | 0.25 | 1 | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 20 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 4 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 23 | 1 | 5 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 27 | 1 | 4 | 0 | 0 | 0 | 1 | 2.282200521 | 0 | 0 |
| 31 | 1 | 5 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 22 | 3 | 4 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 21 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 29 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 22 | 1 | 2 | 0 | 0 | 0 | 1 | 7 | 0 | 0 |
| 48 | 2 | 7 | 1 | 32 | 8 | 1 | 7 | 0 | 0 |
| 20 | 5 | 3 | 1 | 4 | 3 | ? | ? | ? | 0 |
| 20 | 2 | 1 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 19 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 19 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 21 | 2 | 1 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 20 | 1 | 1 | 1 | 2 | 0.2 | ? | ? | ? | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 4 | 1 | 0 | 0 | 0 | 1 | 0.5 | ? | 0 |
| 19 | 4 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 19 | 2 | 2 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 19 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 3 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 20 | 1 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 19 | 4 | 2 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 19 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 2 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 45 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 19 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 2 | 2 | 0 | 0 | 0 | ? | ? | 0 | 0 |
| 21 | 1 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
| 37 | 2 | 4 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 24 | 1 | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 20 | 4 | 1 | 0 | 0 | 0 | 1 | 0.16 | 0 | 0 |
| 20 | 1 | 2 | 0 | 0 | 0 | 1 | 0.42 | 0 | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 1 | 0.33 | 0 | 0 |
| 19 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 2 | ? | 0 | 0 | 0 | 1 | 0.75 | 0 | 0 |
| 19 | 3 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 19 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | ? | 1 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 24 | 4 | 1 | 1 | 9 | 2.25 | 1 | 1 | 0 | 0 |
| 21 | 5 | 3 | 1 | 1.266972909 | 0.513202128 | 1 | 0.75 | 0 | 0 |
| 23 | 2 | 2 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 21 | 5 | 2 | 1 | 2 | 1 | 0 | 0 | 1 | 0 |
| 22 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 41 | 3 | 2 | 0 | 0 | 0 | 1 | 4 | 2 | 0 |
| 20 | 2 | 4 | 1 | 3 | 3 | 1 | 0.5 | 0 | 0 |
| 18 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 3 | 1 | 1 | 2 | 0.003 | 1 | 0.58 | 0 | 0 |
| 19 | 3 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 25 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 19 | 2 | 3 | 0 | 0 | 0 | 1 | 0.58 | 0 | 0 |
| 18 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 21 | 3 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 18 | 2 | 3 | 1 | 7 | 3.5 | 1 | 1 | 0 | 0 |
| 22 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 3 | 3 | 1 | 4 | 0.2 | 0 | 0 | 1 | 0 |
| 17 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 2 | 1 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 17 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 19 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 19 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 2 | 1 | 1 | 13 | 7 | 0 | 0 | 2 | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 3 | 1 | 1 | 3 | 0.45 | ? | ? | 0 | 0 |
| 19 | 2 | 2 | 0 | 0 | 0 | 1 | 3 | 2 | 0 |
| 18 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 21 | 1 | 3 | 0 | 0 | 0 | 1 | 0.5 | 0 | 0 |
| 17 | 2 | 1 | 0 | 0 | 0 | 1 | 0.33 | 0 | 0 |
| 21 | 1 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 0 |
| 18 | 3 | 1 | 0 | 0 | 0 | 1 | 0.58 | 0 | 0 |
| 17 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 17 | 2 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 17 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 17 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 4 | 0 |
| 17 | 2 | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 17 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 2 | 3 | 0 | 0 | 0 | 1 | 0.42 | 0 | 0 |
| 17 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 2 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 35 | 3 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 3 | 1 | 1 | 1 | 0.15 | 0 | 0 | 0 | 0 |
| 18 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 19 | ? | 2 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 17 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 19 | 4 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 18 | 2 | 1 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 26 | 3 | ? | 0 | 0 | 0 | 1 | 0.33 | 0 | 0 |
| 18 | 2 | 2 | 1 | 0.5 | 0.05 | 1 | 0.33 | 0 | 0 |
| 17 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 16 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 7 | 1 | 1 | 5 | 5 | 1 | 2 | 2 | 0 |
| 20 | 1 | 1 | 0 | 0 | 0 | 1 | 4 | 0 | 0 |
| 16 | 1 | 1 | 1 | 1 | 0.25 | 0 | 0 | 0 | 0 |
| 18 | 1 | 2 | 0 | 0 | 0 | 1 | 0.08 | 0 | 0 |
| 19 | 4 | 1 | 0 | 0 | 0 | 1 | 0.42 | 0 | 0 |
| 18 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 31 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 16 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 20 | 3 | 2 | 0 | 0 | 0 | 1 | 0.25 | 0 | 0 |
| 17 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 16 | 3 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 16 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 5 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 16 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 1 | 0.16 | 0 | 0 |
| 16 | 2 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 18 | 3 | 1 | 1 | 6 | 1.2 | 0 | 0 | 0 | 0 |
| 17 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 17 | 3 | 1 | 0 | 0 | 0 | 1 | 0.25 | 1 | 0 |
| 18 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 16 | 2 | 2 | 0 | 0 | 0 | 1 | 0.66 | 0 | 0 |
| 16 | 1 | 1 | ? | ? | ? | 0 | 0 | 0 | 0 |
| 17 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 15 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 18 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 16 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 15 | 3 | 1 | 1 | 1.266972909 | 0.513202128 | ? | ? | ? | 0 |
| 16 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 14 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 14 | ? | 1 | 0 | 0 | 0 | ? | ? | ? | 0 |
| 15 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 17 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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