Table 2 Adsorption statistics using the FCCCD Model for MB.

From: An exploration of RSM, ANN, and ANFIS models for methylene blue dye adsorption using Oryza sativa straw biomass: a comparative approach

Source

Sum of Squares

Degree of freedom

Mean Square

F-value

p-value

Model

257.83

14

18.42

7.98

< 0.0001

 A

101.43

1

101.43

43.94

 

 B

0.0417

1

0.0417

0.0181

 

 C

5.17

1

5.17

2.24

 

 D

9.91

1

9.91

4.29

 

 AB

3.59

1

3.59

1.56

 

 AC

3.53

1

3.53

1.53

 

 AD

3.06

1

3.06

1.33

 

 BC

0.6972

1

0.6972

0.302

 

 BD

0.5852

1

0.5852

0.2535

 

 CD

5.2

1

5.2

2.25

 

 A²

33.31

1

33.31

14.43

 

 B²

30.36

1

30.36

13.15

 

 C²

60.86

1

60.86

26.36

 

 D²

51.07

1

51.07

22.13

 

Residual

34.63

15

2.31

  

 Lack of Fit

30.82

10

3.08

4.04

0.0682

 Pure Error

3.81

5

0.762

  

Total

292.46

29