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Table 1 Experimental design of 25 calibration mixtures formulated using a five-level, five-factor approach, and an additional 13 validation mixtures generated by KSC for chemometric models’ validation

From: Application of machine learning assisted multi-variate UV spectrophotometric models augmented by kennard stone clustering algorithm for quantifying recently approved nasal spray combination of mometasone and olopatadine along with two genotoxic impurities: comprehensive sustainability assessment

Mix no

Calibration set (µg/mL)

MOM

OLO

MTS

DAP

1.

4

46.5

2.5

3

2.

4

6.5

0.5

5

3.

1

6.5

4.5

2

4.

1

86.5

1.5

5

5.

7

26.5

4.5

3

6.

2.5

86.5

2.5

2

7.

7

46.5

1.5

2

8.

4

26.5

1.5

4

9.

2.5

26.5

3.5

5

10.

2.5

66.5

4.5

4

11.

5.5

86.5

3.5

3

12.

7

66.5

2.5

5

13.

5.5

46.5

4.5

5

14.

4

86.5

4.5

1

15.

7

86.5

0.5

4

16.

7

6.5

3.5

1

17.

1

66.5

0.5

3

18.

5.5

6.5

2.5

4

19.

1

46.5

3.5

4

20.

4

66.5

3.5

2

21.

5.5

66.5

1.5

1

22.

5.5

26.5

0.5

2

23.

2.5

6.5

1.5

3

24.

1

26.5

2.5

1

25.

2.5

46.5

0.5

1

Mix no

Validation set (µg/mL)

MOM

OLO

MTS

DAP

1.

7

29

4

4.5

2.

3

19

3

4

3.

3

48

2

3

4.

6

76

3

4.5

5.

3

85

3.5

2

6.

4

75

3

2.5

7.

5

18

2

1

8.

2

86

2

1

9.

4

41

1

4.5

10.

2

55

4

3

11.

2

8

1

4

12.

1

72

4

3.5

13.

6

33

1

2