Non-negative Matrix Factorization Reconstruction on ORL face database (first subject)
0.0712Reconstruction ErrorRandomNMF
Evaluation Results
| Method | Links | |
|---|---|---|
| RandomNMFp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.10 | 0.0712 | |
| NNDSVDp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.10 | 0.0749 | |
| SVD-NMFp (rank)=26, Algorithm=MM, Number of iterations=300, Image column=22014.10 | 0.0756 | |
| SVD-NMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.10 | 0.0801 | |
| SVD-NMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.10 | 0.0819 | |
| SVD-NMFp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.10 | 0.0853 | |
| NNDSVDp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.10 | 0.0868 | |
| SVD-NMFp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.10 | 0.087 | |
| NNDSVDp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.10 | 0.0888 | |
| NNDSVDp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.10 | 0.0899 | |
| RandomNMFp (rank)=34, Algorithm=MM, Number of iterations=300, Image column=42014.10 | 0.09 | |
| RandomNMFp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.10 | 0.0918 | |
| RandomNMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=32014.10 | 0.0945 | |
| RandomNMFp (rank)=35, Algorithm=MM, Number of iterations=300, Image column=12014.10 | 0.0948 | |
| NNDSVDp (rank)=37, Algorithm=MM, Number of iterations=300, Image column=52014.10 | 0.0951 |