数字值 | 聚类算法 | 测评分数 | 运行时间 | ||
P (准确率) | R (召回率) | F测度 | (s) | ||
0 | K-means | 0.993 | 0.944 | 0.968 | 3.511 |
模糊聚类 | 0.860 | 0.958 | 0.906 | 3.956 | |
本文算法 | 0.915 | 0.921 | 0.918 | 5.724 | |
1 | K-means | 0.869 | 0.971 | 0.917 | 3.402 |
模糊聚类 | 0.928 | 0.969 | 0.948 | 3.055 | |
本文算法 | 0.936 | 0.992 | 0.963 | 5.127 | |
2 | K-means | 0.867 | 0.940 | 0.902 | 3.865 |
模糊聚类 | 0.920 | 0.982 | 0.950 | 4.213 | |
本文算法 | 0.964 | 0.991 | 0.977 | 5.624 | |
3 | K-means | 0.915 | 0.921 | 0.918 | 3.966 |
模糊聚类 | 0.993 | 0.944 | 0.968 | 4.452 | |
本文算法 | 0.993 | 0.953 | 0.973 | 6.258 | |
4 | K-means | 0.986 | 0.850 | 0.913 | 3.687 |
模糊聚类 | 0.937 | 0.947 | 0.942 | 3.925 | |
本文算法 | 0.961 | 0.997 | 0.979 | 5.685 | |
5 | K-means | 0.885 | 0.968 | 0.925 | 3.257 |
模糊聚类 | 0.993 | 0.953 | 0.973 | 4.384 | |
本文算法 | 0.978 | 0.982 | 0.980 | 6.258 | |
6 | K-means | 0.860 | 0.958 | 0.906 | 3.139 |
模糊聚类 | 0.869 | 0.971 | 0.917 | 3.839 | |
本文算法 | 0.954 | 0.897 | 0.924 | 6.284 | |
7 | K-means | 0.894 | 0.943 | 0.918 | 3.264 |
模糊聚类 | 0.867 | 0.940 | 0.902 | 4.025 | |
本文算法 | 0.946 | 0.983 | 0.964 | 5.575 | |
8 | K-means | 0.915 | 0.921 | 0.918 | 3.586 |
模糊聚类 | 0.937 | 0.947 | 0.942 | 3.621 | |
本文算法 | 0.950 | 0.978 | 0.964 | 6.362 | |
9 | K-means | 0.885 | 0.968 | 0.925 | 4.208 |
模糊聚类 | 0.894 | 0.943 | 0.918 | 4.803 | |
本文算法 | 0.954 | 0.897 | 0.924 | 6.424 |