Table 2 Analysis of variance results.

From: The impact of the number of high temporal resolution water meters on the determinism of water consumption in a district metered area

Algorithm

Number of water meters

\({\mathrm{MAE}}_{\mathrm{oM}}\) avg (%)

\({\mathrm{MAE}}_{\mathrm{oM}}\) avg with max. number of water meters (%)

Decision tree

13

12.9

11.8

FCNN

14

9.4

8.7

KNN

10

12.1

11.2

Random forest

12

9.7

8.9

RNN

13

8.7

8.1

SVR

11

8.9

7.6

XGBoost

11

10.1

8.9

  1. Significant are in value [bold].
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