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)