Analytical, Dynamic, and Interactive Platform for Generation and Managing Predictive Models Focused on Energy Sector

Table 2

Analysis of algorithms for forecast models.

Algorithm	RMSE	MAE	MSE	MAPE	Time (seconds)
AR	523.73	398.21	274300.49	5.55	0.03
MA	611.08	470.37	373424.97	6.5	0.03
ARMA	573.27	448.07	328640.59	6.29	85.58
ARIMA	559.73	436.08	313302.53	6.08	120.19
SVM	863.24	695.08	745192.52	9.97	0.19
BN	865.19	691.37	748566.32	9.86	4.8
NN	879.77	723.71	773998.31	10.31	87.98