Std

Variables

Responses

X1

X2

X3

X4

wt% (Y1)

Fe2O3, ppm (Y2)

Al2O3, ppm (Y3)

Actual

predicted

Actual

predicted

Actual

predicted

1

4

4

1500

20

97.62

97.40

160

166.25

720

670

2

5

3

1250

30

98.23

98.16

90

115

910

864.17

3

4

3

1250

20

98.2

98.29

70

43.4

550

544

4

3

4

1250

20

98.43

98.75

150

143.75

700

722.92

5

3

3

1500

20

98.16

98.19

70

51.25

690

691.25

6

4

3

1250

20

98.12

98.29

60

43.4

560

544

7

5

3

1000

20

98.16

98.06

210

191.25

760

779.58

8

4

4

1000

20

98.55

98.45

130

166.25

670

673.33

9

5

4

1250

20

98.22

98.28

90

91.25

770

807.92

10

4

2

1250

10

97.8

97.77

90

71.25

710

757.92

11

4

3

1250

20

98.23

98.29

29

43.4

570

544

12

4

4

1250

10

97.75

97.72

170

151.25

620

632.92

13

4

2

1000

20

98.25

98.15

110

116.25

730

653.33

14

3

3

1250

30

97.84

97.59

80

97.5

820

779.17

15

4

3

1000

30

98.49

98.70

70

67.5

680

742.08

16

4

3

1250

20

98.63

98.29

29

43.4

540

544

17

3

3

1250

10

98.4

98.15

230

247.5

710

714.17

18

5

3

1250

10

96.71

96.64

100

125

850

799.17

19

4

3

1250

20

98.28

98.29

29

43.4

500

544

20

3

3

1000

20

98.78

98.66

60

41.25

680

669.58

21

4

4

1250

30

98.03

98.00

130

111.25

870

842.92

22

4

3

1500

10

96.52

96.70

90

87.5

690

673.75

23

5

3

1500

20

97.8

97.85

180

161.25

720

751.25

24

3

2

1250

20

98.36

98.62

160

168.75

680

702.92

25

4

3

1000

10

96.05

96.26

370

367.5

650

652.08

26

4

2

1500

20

98.75

98.54

80

116.25

660

650

27

4

2

1250

30

96.84

96.81

390

371.25

670

677.92

28

4

3

1500

30

97.41

97.59

110

107.5

670

713.75

29

5

2

1250

20

98.03

98.15

130

116.25

780

116.25