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ResearchFormerly WizWand

Non-negative Matrix Factorization Reconstruction on ORL face database (first subject)

0.0712Reconstruction ErrorRandomNMF
0.0702440.0766970.083150.089603Oct 10, 2014
Updated 5mo ago

Evaluation results

MethodLinks
RandomNMFp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.100.0712
NNDSVDp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.100.0749
SVD-NMFp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.100.0756
SVD-NMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.100.0801
SVD-NMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.100.0819
SVD-NMFp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.100.0853
NNDSVDp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.100.0868
SVD-NMFp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.100.087
NNDSVDp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.100.0888
NNDSVDp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.100.0899
RandomNMFp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.100.09
RandomNMFp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.100.0918
RandomNMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.100.0945
RandomNMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.100.0948
NNDSVDp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.100.0951