Image Reconstruction on YALE face database (first subject)
0.1075Reconstruction ErrorSVD-NMF
Evaluation Results
| Method | Links | |
|---|---|---|
| SVD-NMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.10 | 0.1075 | |
| NNDSVDp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.10 | 0.11 | |
| RandomNMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.10 | 0.1104 | |
| SVD-NMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.10 | 0.1116 | |
| RandomNMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.10 | 0.1116 | |
| NNDSVDp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.10 | 0.1123 | |
| SVD-NMFp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.10 | 0.121 | |
| NNDSVDp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.10 | 0.1219 | |
| RandomNMFp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.10 | 0.1219 | |
| SVD-NMFp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.10 | 0.1234 | |
| NNDSVDp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.10 | 0.1248 | |
| RandomNMFp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.10 | 0.1259 | |
| SVD-NMFp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.10 | 0.1293 | |
| RandomNMFp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.10 | 0.1317 | |
| NNDSVDp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.10 | 0.1404 |