Using Internet Search Trends and Historical Trading Data for Predicting Stock Markets by the Least Squares Support Vector Regression Model

Table 17

Values of forecasting indices and LSSVR parameters of the Microsoft Corporation.

Data types			MAPE	MAE
GTU	289.734	2.215	7.243	4.670
Hybrid data I	299.981	279.951	0.560	0.361
Hybrid data I with CFS	295.796	299.845	0.577	0.372
GTTS	298.544	3.452	6.011	3.870
GTTS with CFS	299.382	1.059	6.391	4.120
Hybrid data II	296.317	299.957	1.254	0.809
Hybrid data II with CFS	296.490	16.132	1.425	0.919
GTT	291.903	18.957	7.274	4.685
GTT with CFS	43.700	10.620	6.119	3.941
Hybrid data III	294.953	299.952	6.764	4.355
Hybrid data III with CFS	296.273	299.994	0.912	0.589
Historical data	113.445	2.280	0.727	0.469