Applying Different Independent Component Analysis Algorithms and Support Vector Regression for IT Chain Store Sales Forecasting

Table 6

Forecasting results of Branch 1 using the five forecasting models.

Models	RMSE	MAD	MAPE
tICA-SVR	70.596	17.551	13.97%
sICA-SVR	104.946	50.635	21.32%
t-stICA-SVR	20.369	8.140	6.64%
s-stICA-SVR	33.757	10.922	13.11%
Single SVR	115.529	55.741	24.84%