Research Article
Weighted Nuclear Norm Minimization on Multimodality Clustering
Table 5
Comparison results on WebKb.
| Method | F-score | Precision | Recall | NMI | Entropy | Adj-RI |
| SC view 1 | 0.592 (0.000) | 0.645 (0.000) | 0.546 (0.000) | 0.167 (0.000) | 0.618 (0.000) | 0.028 (0.000) | SC view 2 | 0.889 (0.000) | 0.824 (0.000) | 0.965 (0.000) | 0.532 (0.000) | 0.406 (0.000) | 0.618 (0.000) | Feature concat | 0.896 (0.000) | 0.836 (0.000) | 0.966 (0.000) | 0.559 (0.000) | 0.384 (0.000) | 0.648 (0.000) | Kernel addition | 0.947 (0.000) | 0.947 (0.000) | 0.947 (0.000) | 0.718 (0.000) | 0.214 (0.000) | 0.845 (0.000) | MMC | 0.372 (0.017) | 0.338 (0.017) | 0.416 (0.029) | 0.314 (0.025) | 1.801 (0.063) | 0.232 (0.020) | Co-Reg | 0.365 (0.365) | 0.334 (0.332) | 0.405 (0.406) | 0.312 (0.312) | 1.804 (1.803) | 0.225 (0.223) | RMSC | 0.951 (0.000) | 0.946 (0.000) | 0.957 (0.000) | 0.734 (0.000) | 0.206 (0.000) | 0.856 (0.000) | Ours | 0.954 (0.000) | 0.940 (0.000) | 0.970 (0.000) | 0.752 (0.000) | 0.201 (0.000) | 0.863 (0.000) |
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