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

Table 5

Model selection results of the s-stICA-SVR model.

𝐶	𝜀	Training MSE	Testing MSE
2^9	2^−7	0.0343	0.0459
	2^−9	0.0334	0.0453
	2^−11	0.0325	0.0463
	2^−13	0.0322	0.0506
2^11	2^−7	0.0320	0.0463
	𝟐^−9	0.0314	0.0421
	2^−11	0.0326	0.0440
	2^−13	0.0324	0.0423
2^13	2^−7	0.0334	0.0521
	2^−9	0.0320	0.0389
	2^−11	0.0321	0.0644
	2^−13	0.0338	0.0435