Modified Neural Network Algorithms for Predicting Trading Signals of Stock Market Indices : Table 15

]>Modified Neural Network Algorithms for Predicting Trading Signals of Stock Market Indices : Table 15

Table 15: Results obtained from training neural network, with different number of hidden neurons.


Input set	No. of hidden neurons	Average	Average	Average

GFFG	1	65.57	0.44	33.99
	2	66.67	0.44	32.89
	3	64.47	0.44	35.09
	4	65.57	0.22	34.21
	5	65.13	0.22	34.65
	6	64.91	0.22	34.87

GFFGA	1	64.69	0.22	35.09
	2	64.91	0.22	34.87
	3	65.13	0.00	34.87
	4	65.13	0.22	34.35
	5	64.13	0.22	34.65
	6	65.57	0.22	34.21

GFFG-q	1	64.91	0.22	34.87
	2	66.23	0.00	33.77
	3	65.57	0.00	34.43
	4	65.79	0.22	33.99
	5	65.13	0.22	34.65
	6	66.23	0.22	33.55

GFFGA-q	1	65.57	0.22	34.21
	2	63.82	0.22	35.96
	3	64.91	0.00	35.09
	4	63.82	0.22	35.96
	5	64.69	0.22	35.09
	6	64.47	0.00	35.53

GFFG-sq	1	65.13	0.44	34.43
	2	64.25	0.44	35.31
	3	64.91	0.44	34.65
	4	64.47	0.44	35.09
	5	64.69	0.44	34.87
	6	64.69	0.44	34.87

GFFGA-sq	1	64.69	0.22	35.09
	2	64.69	0.22	35.09
	3	64.69	0.22	35.09
	4	64.91	0.22	34.87
	5	64.91	0.22	34.87
	6	64.69	0.22	35.09