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Table 1 Example dataset showing pattern for erroneous values

From: A predictive noise correction methodology for manufacturing process datasets

Instance #

Attributes

A1

A2

A3

A4

A5

A6

A7

A8

1

ν

ν

ν

ν

ν

ν

ν

ν

2

ν

ν

ν

ν

ν

ν

ν

ν

3

ν

ν

ν

ε

ν

ν

ν

ν

4

ν

ν

ν

ν

ν

ν

ε

ε

5

ν

ν

ν

ε

ε

ν

ν

ε

6

ν

ν

ν

ν

ν

ν

ν

ε

7

ν

ν

ν

ν

ν

ν

ε

ε

8

ν

ν

ν

ε

ν

ε

ν

ε

9

ν

ν

ν

ν

ε

ε

ν

ε

10

ν

ν

ν

ν

ν

ε

ν

ε

11

ν

ν

ν

ε

ν

ε

ε

ε

12

ν

ν

ν

ν

ν

ε

ν

ν

13

ν

ν

ν

ν

ν

ε

ν

ε

14

ν

ν

ν

ε

ν

ε

ε

ε

15

ν

ν

ν

ν

ν

ε

ν

ν

16

ν

ν

ε

ν

ν

ε

ν

ν

17

ν

ν

ν

ν

ν

ε

ν

ν

18

ν

ν

ν

ν

ν

ε

ε

ε

19

ν

ν

ν

ν

ν

ε

ε

ε

20

ν

ν

ν

ν

ν

ε

ε

ε

21

ν

ν

ν

ν

ν

ε

ε

ε

22

ν

ν

ν

ν

ν

ε

ν

ε

23

ν

ν

ν

ν

ν

ε

ν

ε

24

ν

ν

ν

ν

ν

ν

ν

ε

25

ν

ν

ν

ν

ν

ν

ν

ε

26

ν

ε

ν

ε

ν

ν

ε

ε

27

ν

ε

ν

ν

ν

ν

ν

ε

28

ν

ε

ν

ε

ν

ν

ν

ε

29

ν

ν

ν

ν

ν

ν

ν

ε

30

ν

ν

ν

ν

ν

ν

ν

ε

Percentage ε

0%

10%

3%

23%

7%

53%

30%

77%