. Author manuscript; available in PMC: 2021 Nov 1.

Published in final edited form as: IEEE Sens J. 2020 Jun 8;20(21):12859–12870. doi: 10.1109/jsen.2020.3000772

TABLE VII.

Comparison of EE Estimation with Different Machine Learning Algorithms and Metrics

Algorithm	RMSE (MET)	MAPE (%)	MAE (MET)
LSTM DL	0.509	12.086	0.254
k-NN	0.520	14.763	0.335
SVM	0.537	13.174	0.264
LR	0.533	12.954	0.262
NB	0.610	15.603	0.464
GPR	0.534	12.880	0.261
EL	0.608	14.029	0.437
DT	1.539	25.157	0.961