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Table 5 Random Forest feature importance scores for the prediction of high consumption enterprises

From: Explaining and predicting annual electricity demand of enterprises – a case study from Switzerland

  Class Class Mean Decrease Mean Decrease
  low consumption high consumption Accuracy Gini
brancheBFS 1.92 21.85 8.61 167.74
log(area+1) 10.44 33.86 21.35 309.43
number of facebook visits 2.74 4.48 4.26 25.56
opening hours per week 4.83 12.87 8.54 118.31
combined number of ratings -4.99 10.27 -1.451 30.36