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Table 8 Statistics

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

Id

Dataset

# of readings

µ

\(\sigma\)

1

Total with 1-2-2 Factor

11,856,582

5307

86,450

2

Total with X-Factor

1,973,493

3674

17,796

3

Sampled for training

135,018

3647

11,852