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Table 5 Contribution analysis of independent variables

From: Integrated application of uniform design and least-squares support vector machines to transfection optimization

variable

average predicated value

average MSE

 

N1

N2

N3

N4

N5

N6

N7

N8

N9

N10

 

x1

49.97

57.23

64.16

70.35

75.38

78.91

80.62

80.30

77.82

73.18

47.1928

x2

45.28

47.28

49.62

52.87

57.59

64.22

73.10

84.41

98.16

114.19

504.2573

x3

53.97

60.00

64.44

67.32

68.73

68.79

67.64

65.44

62.37

58.61

225.4837

  1. x1: density of seeded cells; x2: amount of plasmid; x3: amount of LipofectAMINE