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Image Reconstruction on YALE face database (first subject)

0.1075Reconstruction ErrorSVD-NMF
0.1061840.1150670.123950.132833Oct 10, 2014
Updated 5mo ago

Evaluation results

MethodLinks
SVD-NMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.100.1075
NNDSVDp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.100.11
RandomNMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.100.1104
SVD-NMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.100.1116
RandomNMFp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=52014.100.1116
NNDSVDp (rank of factorization)=45, algorithm=MM algorithms, iterations=300, image_matrix=12014.100.1123
SVD-NMFp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.100.121
NNDSVDp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.100.1219
RandomNMFp (rank of factorization)=42, algorithm=MM algorithms, iterations=300, image_matrix=42014.100.1219
SVD-NMFp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.100.1234
NNDSVDp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.100.1248
RandomNMFp (rank of factorization)=47, algorithm=MM algorithms, iterations=300, image_matrix=22014.100.1259
SVD-NMFp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.100.1293
RandomNMFp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.100.1317
NNDSVDp (rank of factorization)=46, algorithm=MM algorithms, iterations=300, image_matrix=32014.100.1404