Research Article
Hybrid Machine Learning Model for Electricity Consumption Prediction Using Random Forest and Artificial Neural Networks
Table 3
The parameter structure of the BPNN predictive models.
| Predictive model | No. of nodes in input layer | No. of hidden layers | No. of nodes in hidden layer |
| BPNN | 21 | 3 | 12, 8, 2 | PCA 1 + BPNN | 9 | 2 | 8, 2 | PCA 2 + BPNN | 13 | 2 | 8, 2 | SWR + BPNN | 12 | 2 | 8, 2 | RF 1 + BPNN | 18 | 3 | 12, 8, 2 | RF 2 + BPNN | 11 | 2 | 8, 2 |
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