Advances in Artificial Neural Systems

Research Article

Multilayer Perceptron for Prediction of 2006 World Cup Football Game

Table 7

Prediction results of winning rates from stage 2 to stage 5.


Stage	Match	Team	Outputs from MLP			Prediction result	Game result	Prediction correct	Prediction accuracy	Odds
Stage	Match	Team	Node 1 (win)	Node 2 (draw)	Node 3 (lose)	Prediction result	Game result	Prediction correct	Prediction accuracy	Odds

2	49	GRE	0.9914	0.2010	0	W	W	Y		0.79
	49	SWE	0.7866	0.3230	0.0001	L	L	Y		1.26
	50	ARG	0.9604	0.0799	0	W	W	Y		0.04
	50	MEX	0.0338	0.9631	0.0102	L	L	Y		28.4
	51	ENG	0.8325	0.2620	0.0001	W	W	Y		0.88
	51	ECU	0.7348	0.3779	0.0001	L	L	Y		1.13
	52	POR	0.9909	0.0221	0	W	W	Y		0.97
	52	NED	0.9570	0.0864	0	L	L	Y	85.7% (6/7)	1.04
	53	ITA	0.9856	0.0330	0	W	W	Y	85.7% (6/7)	0.01
	53	AUS	0.0129	0.9786	0.0329	L	L	Y		76.5
	54	SUI	0.9843	0.0353	0	W	D	N/A		0.79
	54	UKR	0.7823	0.3176	0.0001	L	D	N/A		1.26
	55	BRA	0.9912	0.0212	0	W	W	Y		0.22
	55	GHA	0.2219	0.8161	0.0013	L	L	Y		4.47
	56	ESP	0.9914	0.0209	0	W	L	N		0.89
	56	FRA	0.8848	0.1954	0.0001	L	W	N		1.12

3	57	GER	0.9878	0.0169	0.0001	W	D	N/A		0.91
	57	ARG	0.9017	0.1382	0.0003	L	D	N/A		1.10
	58	ITA	0.9841	0.0220	0.0001	W	W	Y		0.33
	58	UKR	0.3225	0.7406	0.0031	L	L	Y	50% (1/2)	3.05
	59	ENG	0.9546	0.0639	0.0002	L	D	N/A	50% (1/2)	1.03
	59	POR	0.9868	0.0182	0.0001	W	D	N/A		0.97
	60	BRA	0.9874	0.0175	0.0001	W	L	N		0.88
	60	FRA	0.8703	0.1784	0.0005	L	W	N		1.13

4	61	GER	0.9864	0.0252	0	L	L	Y		1.0008
	61	ITA	0.9872	0.0238	0	W	W	Y	50% (1/2)	0.9992
	62	POR	0.9843	0.0289	0	W	L	N	50% (1/2)	0.98
	62	FRA	0.9653	0.0608	0	L	W	N		1.02

5	63	GER	0.9372	0.1354	0	W	W	Y		0.98
	63	POR	0.9221	0.1628	0	L	L	Y	100% (1/1)	1.02
	64	ITA	0.9917	0.0257	0	W	D	N/A	100% (1/1)	0.99
	64	FRA	0.9846	0.0433	0	L	D	N/A		1.01