Research Article
Weighted Nuclear Norm Minimization on Multimodality Clustering
Table 4
Comparison results on UCI.
| Method | F-score | Precision | Recall | NMI | Entropy | Adj-RI |
| SC view 1 | 0.574 (0.029) | 0.563 (0.028) | 0.585 (0.032) | 0.632 (0.019) | 1.231 (0.063) | 0.526 (0.033) | SC view 2 | 0.583 (0.023) | 0.574 (0.028) | 0.591 (0.018) | 0.643 (0.013) | 1.191 (0.045) | 0.536 (0.026) | SC view 3 | 0.377 (0.004) | 0.364 (0.011) | 0.392 (0.009) | 0.483 (0.005) | 1.732 (0.024) | 0.306 (0.006) | Feature concat | 0.448 (0.014) | 0.433 (0.020) | 0.466 (0.013) | 0.552 (0.016) | 1.506 (0.058) | 0.385 (0.017) | Kernel addition | 0.746 (0.024) | 0.723 (0.040) | 0.773 (0.015) | 0.784 (0.014) | 0.736 (0.055) | 0.717 (0.027) | MMC | 0.729 (0.052) | 0.708 (0.066) | 0.752 (0.040) | 0.771 (0.032) | 0.778 (0.116) | 0.697 (0.059) | Co-Reg | 0.594 (0.650) | 0.585 (0.634) | 0.603 (0.668) | 0.644 (0.687) | 1.189 (1.051) | 0.548 (0.610) | RMSC | 0.816 (0.061) | 0.805 (0.073) | 0.828 (0.049) | 0.832 (0.038) | 0.565 (0.136) | 0.795 (0.069) | Ours | 0.827 (0.041) | 0.818 (0.052) | 0.836 (0.029) | 0.843 (0.022) | 0.528 (0.082) | 0.808 (0.046) |
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