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. Author manuscript; available in PMC: 2013 Nov 12.
Published in final edited form as: IEEE Trans Pattern Anal Mach Intell. 2011 Mar 10;33(10):2051–2065. doi: 10.1109/TPAMI.2011.50

TABLE 2.

Algorithm performances on real datasets with missing data: frequency of sub-optimal convergence (%) and average number of iterations (in parenthesis).

Dataset PF LM-S LM-SGN CSF CSF-Baf
Dinosaur 100 (500) 26 (225) 3 (92) 1 (101) 0 (12)
Giraffe 100 (500) 0 (192) 0 (86) 0 (61) 0 (49)
Face 100 (500) 65 (36) 62 (64) 62 (43)