A Hybrid Sales Forecasting Scheme by Combining Independent Component Analysis with K-Means Clustering and Support Vector Regression

Table 3

The forecasting results of each group by using the single-SVR model.

Group name	Number of companies	RMSE	MAD	MAPE
Manufacturing	12	426.28	203.84	3.27%
Service	10	293.76	96.07	3.11%
Finance	8	1488.69	499.99	4.72%