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Table 3 Core Consistency analysis of PARAFAC model for tensor T.

From: Multiway modeling and analysis in stem cell systems biology

Comp. #s

1

2

3

4

5

6

7

8

9

10

11

12

Core Con.

100

99.9

99.1

98.1

71.3

82.1

46.2

70.5

76

75

80

82

Expl. Var.

11

17

22.5

25

27

31

34.5

38.1

41.1

43.8

46.1

50.5

  1. The core consistency is given as the percentage of variation in a Tucker3 core array consistent with the theoretical superidentity array. The max value is 100%. A sharp drop in the core consistency value would indicate the number of components to be taken for the modeling [51]. Notice that PARAFAC modeling does not exhibit such a behavior on this data set.
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BMC Systems Biology

ISSN: 1752-0509

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