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