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Table 2 Water meter dataset attributes

From: Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures

No

Attribute name

No

Attribute name

1

Water meter ID

10

Installation Date

2

Serial Number of the Producer

11

Plant

3

Producer Description

12

Type of Contract

4

Material ID

13

Geographical Zone

5

Material Description

14

Accessibility

6

Max/min Reading Value

15

Use Category

7

Meter Type ID

16

Address

8

Meter Type Description

17

Operation (Faulty/Non faulty)

9

Year of Construction