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. Author manuscript; available in PMC: 2019 Jun 13.
Published in final edited form as: Proc SIAM Int Conf Data Min. 2019 May;2019:711–719. doi: 10.1137/1.9781611975673.80

Table 2:

Factor match scores between fitted factor vectors and known factor vectors generated using Poisson, Normal, and Exponential distributions.

Data Mode CP-ALS CP-CLIC
β1 = 0 β1 = 0.01
Real 1 0.940 0.988 0.991
2 0.921 0.994 0.997
3 0.939 0.995 0.997
Count 1 0.555 0.934 0.977
2 0.629 0.946 0.958
3 0.620 0.946 0.967
Exponential 1 0.121 0.883 0.945
2 0.167 0.894 0.967
3 0.199 0.902 0.963