From: Double regularized matrix factorization for image classification and clustering
Methods | JAFFE | ORL | COIL20 |
---|---|---|---|
BaseLine | 0.7873 ± 0.0228(1024) | 0.7526 ± 0.0439(1024) | 0.5527 ± 0.0271(1024) |
LS | 0.8343 ± 0.0630(100) | 0.7850 ± 0.0310(280) | 0.5984 ± 0.0246(420) |
SPEC | 0.8521 ± 0.0708(470) | 0.8030 ± 0.0756(170) | 0.6128 ± 0.0476(340) |
MCFS | 0.8709 ± 0.0871(240) | 0.8210 ± 0.0555(240) | 0.6214 ± 0.0512(250) |
RUFS | 0.8864 ± 0.0781(470) | 0.8300 ± 0.0542(140) | 0.6408 ± 0.0484(360) |
MFFS | 0.8958 ± 0.0298(500) | 0.8390 ± 0.0523(40) | 0.6460 ± 0.0286(300) |
RSR | 0.8728 ± 0.0518(500) | 0.8310 ± 0.0378(270) | 0.6486 ± 0.0272(470) |
JGSC | 0.9004 ± 0.0557(280) | 0.8460 ± 0.0332(240) | 0.6537 ± 0.0402(200) |
SPNFSR | 0.9093 ± 0.0253(500) | 0.8690 ± 0.0428(220) | 0.6679 ± 0.0147(470) |
UDSFS | 0.9113 ± 0.0551(390) | 0.8716 ± 0.0560(390) | 0.6711 ± 0.0334(370) |
NSSRD | 0.9138 ± 0.0543(250) | 0.8730 ± 0.0459(200) | 0.6793 ± 0.0280(480) |
DRMFFS | 0.9226 ± 0.0254(130) | 0.8833 ± 0.0320(430) | 0.6853 ± 0.0162(380) |