Correlation Analysis of Water Demand and Predictive Variables for Short-Term Forecasting Models

Algorithm 1

Basic Random Forest algorithm.

Random Forest  ;

: Training Set

: Response

for    do

Create a bootstrap sample with instances of

Run a regression tree model for the training set

end

Return the ensemble regression tree model: