CAPTE | ||||
k value | F1 mean | Standard deviation | Cumulative F1 sum by k-means | Cumulative F1 sum k-means relative to δ γ |
2 | 0.0658 | 0.0669 | 3.9492 | 13.18 % |
4 | 0.0942 | 0.1014 | 5.6523 | 18.86 % |
The INRIA Holidays dataset | ||||
k value | F1 mean | Standard deviation | Cumulative F1 sum by k-means | Cumulative F1 sum k-means relative to δ γ |
2 | 0.0190 | 0.0429 | 6.0073 | 3.3 % |
4 | 0.0304 | 0.0728 | 9.6352 | 5.3 % |
8 | 0.0431 | 0.1125 | 13.5408 | 7.5 % |
Corel benchmark | ||||
k value | F1 mean | Standard deviation | Cumulative F1 sum by k-means | Cumulative F1 sum k-means relative to δ γ |
2 | 0.2877 | 0.2474 | 9.2071 | 86.92 % |
4 | 0.4426 | 0.3378 | 14.1657 | 133.73 % |
8 | 0.5726 | 0.3562 | 18.3246 | 172.99 % |