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Table 1 Reading 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

8

Reader ID

2

Reading ID

9

Type of Contract

3

Reading Value

10

Reading Validity

4

Reading Date

11

Certification on the ERP

5

Previous Reading Value

12

Final Billing

6

Previous Reading Date

13

Reason for Reading

7

Reading Frequency

14

Accessibility