From: Double regularized matrix factorization for image classification and clustering
Methods | Extended YaleB | CMU PIE | AR |
---|---|---|---|
Baseline | 0.6193 ± 0.0081(1024) | 0.8563 ± 0.0072(1024) | 0.6206 ± 0.0162(1024) |
LS | 0.4850 ± 0.0142(500) | 0.8196 ± 0.0180(500) | 0.5851 ± 0.0155(500) |
SPEC | 0.6418 ± 0.0096(500) | 0.8749 ± 0.0082(470) | 0.6456 ± 0.0154(500) |
MCFS | 0.6589 ± 0.0178(200) | 0.8791 ± 0.0084(490) | 0.6521 ± 0.0158(500) |
RUFS | 0.6697 ± 0.0132(480) | 0.8899 ± 0.0091(490) | 0.6661 ± 0.0171(480) |
MFFS | 0.6722 ± 0.0093(330) | 0.8862 ± 0.0088(270) | 0.6741 ± 0.0147(470) |
RSR | 0.6883 ± 0.0106(500) | 0.8937 ± 0.0085(440) | 0.6671 ± 0.0147(440) |
JGSC | 0.6999 ± 0.0122(470) | 0.8925 ± 0.0084(480) | 0.6737 ± 0.0183(430) |
SPNFSR | 0.7190 ± 0.0077(180) | 0.9184 ± 0.0103(430) | 0.6895 ± 0.0117(270) |
UDSFS | 0.7195 ± 0.0095(490) | 0.9167 ± 0.0159(400) | 0.6931 ± 0.0144(240) |
NSSRD | 0.7202 ± 0.0119(440) | 0.9185 ± 0.0096(410) | 0.6979 ± 0.0152(430) |
DRMFFS | 0.7277 ± 0.0086(290) | 0.9233 ± 0.0105(250) | 0.7040 ± 0.0115(300) |