Table 2 Input process parameters and their levels.

From: Evaluating microstructural and machine learning predictive models for friction drilling of sustainable snail shell reinforced aluminium matrix composites

Expt. No.

Coded values

Rotational speed (rpm)

Feed rate

(mm/rev)

Workpiece thickness to tool diameter ratio

1

-1

-1

-1

2

-1

-1

0

3

-1

-1

1

4

-1

0

-1

5

-1

0

0

6

-1

0

1

7

-1

1

-1

8

-1

1

0

9

-1

1

1

10

0

-1

-1

11

0

-1

0

12

0

-1

1

13

0

0

-1

14

0

0

0

15

0

0

1

16

0

1

-1

17

0

1

0

18

0

1

1

19

1

-1

-1

20

1

-1

0

21

1

-1

1

22

1

0

-1

23

1

0

0

24

1

0

1

25

1

1

-1

26

1

1

0

27

1

1

1