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Journal of Big Data

Table 5 Meters (with the 1-2-2 Factor)

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

1-2-2 Factor

# of meters

Total

1,239,977

Faulty (≥ 1)

23,752

1-2-2 (≥ 1)

1,154,054

1-2-2 (≥ 2)

1,091,334

1-2-2 (≥ 3)

1,038,337

1-2-2 (≥ 4)

981,420

1-2-2 (≥ 5)

915,441

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