Table 5 Actual vs. predicted experiment value (*relative error)

CCD1

311.00

311.56

0.18

87.39

87.34

0.06

CCD2

352.67

346.01

1.92

79.71

80.43

0.89

CCD3

414.67

411.41

0.79

67.94

68.76

1.19

CCD4

324.67

321.35

1.03

84.98

85.32

0.40

CCD5

302.00

310.45

2.72

88.95

88.28

0.76

CCD6

464.33

477.56

2.77

58.41

56.23

3.88

CCD7

484.33

465.96

3.94

56.29

58.80

4.27

CCD8

383.67

399.36

3.93

72.97

71.06

2.69

CCD9

341.33

335.60

1.71

83.59

83.66

0.08

Optimized batch

311.33

290.42

7.20

93.35

91.36

2.20