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Table 7 Features used

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

Features

1

Reading Value

2

Previous Reading Value

3

Reading Date

4

Previous Reading Date

5

Serial Number of the Producer

6

Material ID

7

Meter Type ID

8

Year of Construction

9

Use Category