《机器学习（周志华）》 西瓜数据集3.0（含规范化之后数据）
时间 2020-07-23
标签
机器学习（周志华）
西瓜
数据
集
3.0
3
0
含
规范化
之后
数据
书上的一个经常使用数据集spa
- 编号,色泽,根蒂,敲声,纹理,脐部,触感,密度,含糖率,好瓜
- 1,青绿,蜷缩,浊响,清晰,凹陷,硬滑,0.697,0.46,是
- 2,乌黑,蜷缩,沉闷,清晰,凹陷,硬滑,0.774,0.376,是
- 3,乌黑,蜷缩,浊响,清晰,凹陷,硬滑,0.634,0.264,是
- 4,青绿,蜷缩,沉闷,清晰,凹陷,硬滑,0.608,0.318,是
- 5,浅白,蜷缩,浊响,清晰,凹陷,硬滑,0.556,0.215,是
- 6,青绿,稍蜷,浊响,清晰,稍凹,软粘,0.403,0.237,是
- 7,乌黑,稍蜷,浊响,稍糊,稍凹,软粘,0.481,0.149,是
- 8,乌黑,稍蜷,浊响,清晰,稍凹,硬滑,0.437,0.211,是
- 9,乌黑,稍蜷,沉闷,稍糊,稍凹,硬滑,0.666,0.091,否
- 10,青绿,硬挺,清脆,清晰,平坦,软粘,0.243,0.267,否
- 11,浅白,硬挺,清脆,模糊,平坦,硬滑,0.245,0.057,否
- 12,浅白,蜷缩,浊响,模糊,平坦,软粘,0.343,0.099,否
- 13,青绿,稍蜷,浊响,稍糊,凹陷,硬滑,0.639,0.161,否
- 14,浅白,稍蜷,沉闷,稍糊,凹陷,硬滑,0.657,0.198,否
- 15,乌黑,稍蜷,浊响,清晰,稍凹,软粘,0.36,0.37,否
- 16,浅白,蜷缩,浊响,模糊,平坦,硬滑,0.593,0.042,否
- 17,青绿,蜷缩,沉闷,稍糊,稍凹,硬滑,0.719,0.103,否
数据2：
数据样本
| 编号 |
色泽 |
根蒂 |
敲声 |
纹理 |
脐部 |
触感 |
密度 |
含糖率 |
好瓜 |
| 1 |
2 |
2 |
2 |
1 |
3 |
1 |
0.697 |
0.46 |
1 |
| 2 |
3 |
2 |
3 |
1 |
3 |
1 |
0.744 |
0.376 |
1 |
| 3 |
3 |
2 |
2 |
1 |
3 |
1 |
0.634 |
0.264 |
1 |
| 4 |
2 |
2 |
3 |
1 |
3 |
1 |
0.608 |
0.318 |
1 |
| 5 |
1 |
2 |
2 |
1 |
3 |
1 |
0.556 |
0.215 |
1 |
| 6 |
2 |
1 |
2 |
1 |
2 |
2 |
0.403 |
0.237 |
1 |
| 7 |
3 |
1 |
2 |
2 |
2 |
2 |
0.481 |
0.149 |
1 |
| 8 |
3 |
1 |
2 |
1 |
2 |
1 |
0.437 |
0.211 |
1 |
| 9 |
3 |
1 |
3 |
2 |
2 |
1 |
0.666 |
0.091 |
0 |
| 10 |
2 |
3 |
1 |
1 |
1 |
2 |
0.243 |
0.267 |
0 |
| 11 |
1 |
3 |
1 |
3 |
1 |
1 |
0.245 |
0.057 |
0 |
| 12 |
1 |
2 |
2 |
3 |
1 |
2 |
0.343 |
0.099 |
0 |
| 13 |
2 |
1 |
2 |
2 |
3 |
1 |
0.639 |
0.161 |
0 |
| 14 |
1 |
1 |
3 |
2 |
3 |
1 |
0.657 |
0.198 |
0 |
| 15 |
3 |
1 |
2 |
1 |
2 |
2 |
0.36 |
0.37 |
0 |
| 16 |
1 |
2 |
2 |
3 |
1 |
1 |
0.593 |
0.042 |
0 |
| 17 |
2 |
2 |
3 |
2 |
2 |
1 |
0.719 |
0.103 |
0 |
表格含义
色泽 1-3表明 浅白 青绿 乌黑
根蒂 1-3表明 稍蜷 蜷缩 硬挺
敲声 1-3表明 清脆 浊响 沉闷
纹理 1-3表明 清晰 稍糊 模糊
脐部 1-3表明 平坦 稍凹 凹陷
好瓜 1表明 是 0 表明 不是.net