Artificial Neural Network and Genetic Algorithm Hybrid Intelligence for Predicting Thai Stock Price Index Trend

Table 2

The number of up and down movements of the whole set of daily index in 5 cross-validation runs.

Year	Five runs of cross-validation										Total
	1st run		2nd run		3rd run		4th run		5th run
	Up	Down	Up	Down	Up	Down	Up	Down	Up	Down
2009	27	22	31	18	24	25	32	16	23	25	243
2010	28	20	30	18	37	11	17	32	26	23	242
2011	26	23	25	24	27	22	22	27	19	29	244
2012	30	19	22	27	30	19	24	25	34	15	245
2013	28	21	27	22	23	26	24	25	24	25	245
2014	26	23	23	26	36	13	19	30	31	18	245
Total	165	128	158	135	177	116	138	155	157	135	1,464