数据集 | 算法 | ACC | AS | DBI |
seeds | k-means | 0.8547 | 0.4681 | 0.8757 |
MSC | 0.8286 | 0.4693 | 0.8182 | |
TWMSC | 0.8952 | 0.4719 | 0.788 | |
ecoli | k-means | 0.5685 | 0.2289 | 0.5397 |
MSC | 0.5863 | 0.2149 | 0.5112 | |
TWMSC | 0.9309 | 0.2575 | 0.505 | |
D31 | k-means | 0.9087 | 0.5317 | 0.8969 |
MSC | 0.9577 | 0.4993 | 0.9491 | |
TWMSC | 0.9609 | 0.533 | 0.9441 | |
iris | k-means | 0.8867 | 0.551 | 0.8701 |
MSC | 0.9333 | 0.5363 | 0.8689 | |
TWMSC | 0.9362 | 0.5526 | 0.5827 | |
S2 | k-means | 0.8934 | 0.5668 | 0.8957 |
MSC | 0.8688 | 0.5519 | 0.8734 | |
TWMSC | 0.9175 | 0.6262 | 0.8653 | |
R15 | k-means | 0.9678 | 0.6871 | 0.9189 |
MSC | 0.97 | 0.6719 | 0.8753 | |
TWMSC | 0.9717 | 0.6748 | 0.8055 |