Journal of Electrical and Computer Engineering / 2019 / Article / Alg 1

Research Article

Electricity Theft Detection in Power Grids with Deep Learning and Random Forests

Algorithm 1

Random forest algorithm.
Require:
 (1) Original training datasets
  
 (2) Test datasets
for to do
  (1) Draw a bootstrap from the original training data
  (2) Grow an unpruned tree using data
   (a)Randomly select new feature set from original feature set
   (b)Select the best features from feature set based on Gini indicator on each node
   (c)Split until each tree grows to its maximum
end for
Ensure:
 (1) The collection of trees
 (2) For , the output of a decision tree is
  
return