Table 3 Central composite matrix of real values along with experimental and predicted values for oil adsorption (%) of HC oil using Ch-Cit schiff base adsorbent.

From: Removal of oil spills by novel developed amphiphilic chitosan-g-citronellal schiff base polymer

Trial

Time (min) (X1)

Amount of oil (g) (X2)

Temperature (°C) (X3)

Oil adsorption (%) of chitosan-g-citronellal (Ch-Cit) schiff base

Measured

Predicted

1

0 (120)

 − 1 (0.5)

 − 1 (25)

98.46

98.36

2

0 (120)

1 (2.5)

 − 1 (25)

85.56

85.04

3

0 (120)

 − 1 (0.5)

1 (45)

99.46

99.98

4

0 (120)

1 (2.5)

1 (45)

91.97

92.07

5

 − 1 (60)

 − 1 (0.5)

0 (35)

80.64

80.19

6

 − 1 (60)

1 (2.5)

0 (35)

66.03

65.99

7

1 (180)

 − 1 (0.5)

0 (35)

99.82

99.86

8

1 (180)

1 (2.5)

0 (35)

92.39

92.84

9

 − 1 (60)

0 (1.5)

 − 1 (25)

70.35

70.91

10

 − 1 (60)

0 (1.5)

1 (45)

78.05

77.98

11

1 (180)

0 (1.5)

 − 1 (25)

96.85

96.92

12

1 (180)

0 (1.5)

1 (45)

99.05

98.49

13

0 (120)

0 (1.5)

0 (35)

72.36

72.36