Table 3 A combination of components for electric load forecasting models.

Linear regression

O

O

X (Proposed)

O

X

X

X

X

^25,26,33 (Linear regression only)

XGBoost

O

O

X (Proposed)

O

X

⁶⁰(k-means + XGBoost )

X

X

^34,46 (XGBoost only)

SVR

O

O

X (Proposed)

O

X

X

X

X

^25,29,45,46 (SVR only)

ANN

O

O

X (Proposed)

O

X

X

X

X

^27,28 (ANN only)

CNN

O

O

X (Proposed)

O

X

²⁴ (k-means +CNN)

X

X

^19,52 (CNN only)

LSTM

O

O

X (Proposed)

O

X

X

X

X

^31,35,51,52 (LSTM only)