Research Article
Weighted Nuclear Norm Minimization on Multimodality Clustering
Table 6
Comparison results on Reuters.
| Method | F-score | Precision | Recall | NMI | Entropy | Adj-RI |
| SC view 1 | 0.368 (0.017) | 0.337 (0.009) | 0.409 (0.042) | 0.318 (0.017) | 1.792 (0.031) | 0.229 (0.014) | SC view 2 | 0.361 (0.016) | 0.315 (0.019) | 0.426 (0.030) | 0.315 (0.028) | 1.811 (0.070) | 0.211 (0.021) | SC view 3 | 0.341 (0.005) | 0.306 (0.008) | 0.385 (0.012) | 0.279 (0.015) | 1.888 (0.039) | 0.192 (0.007) | SC view 4 | 0.345 (0.014) | 0.307 (0.014) | 0.394 (0.014) | 0.271 (0.016) | 1.910 (0.041) | 0.196 (0.018) | SC view 5 | 0.346 (0.014) | 0.308 (0.016) | 0.397 (0.022) | 0.269 (0.017) | 1.916 (0.042) | 0.197 (0.018) | Feature concat | 0.367 (0.014) | 0.327 (0.013) | 0.419 (0.028) | 0.316 (0.023) | 1.799 (0.055) | 0.222 (0.016) | Kernel addition | 0.371 (0.019) | 0.333 (0.017) | 0.419 (0.027) | 0.313 (0.028) | 1.806 (0.070) | 0.228 (0.023) | MMC | 0.367 (0.016) | 0.334 (0.018) | 0.408 (0.021) | 0.308 (0.019) | 1.812 (0.048) | 0.227 (0.020) | Co-Reg | 0.367 (0.016) | 0.334 (0.018) | 0.408 (0.021) | 0.308 (0.019) | 1.812 (0.048) | 0.227 (0.020) | RMSC | 0.372 (0.019) | 0.338 (0.017) | 0.415 (0.022) | 0.325 (0.021) | 1.770 (0.053) | 0.232 (0.023) | Ours | 0.379 (0.021) | 0.350 (0.009) | 0.413 (0.011) | 0.344 (0.021) | 1.719 (0.015) | 0.243 (0.016) |
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