🥇 Fulham x Aston Villa Prognóstico de futebol com Inteligência Artificial

Detalhes da Partida

Fulham

Time da Casa

VS

Aston Villa

Time Visitante

Relatórios de Machine Learning

Correct Score
Previsão Match Odds

Versão Modelo	Conclusão	RF	Neural	GB	XGB	LGB	Data
v2-1	Contra o Mandante	Visitante (A) 2 x 1	Visitante (A) 2 x 1	Visitante (A) 2 x 1	Casa (H) 2 x 1	Casa (H) 2 x 1	25/04 06:04

Versão Modelo	Probabilidades	Conclusão	RF	Neural	GB	XGB	LGB	Data
cc_v3_leaksafe	H 36% D 32% A 32% Home: 36% \| Draw: 32% \| Away: 32%	2x2 (24%), 1x2 (14%), 2x1 (8%), 3x2 (6%), 1x1 (4%)	3x0	4x0	3x2	2x2	2x2	25/04 06:12
cc_v1	H 49% D 31% A 20% Home: 49% \| Draw: 31% \| Away: 20%	2x1 (35%), 2x2 (18%), 1x2 (12%), 1x1 (10%), 3x1 (4%)	2x1	2x1	1x1	2x1	2x1	25/04 06:08

Análise por Modelos de Machine Learning

Previsões Match Odds

Versão: v2-1

Visitante (A)

Neural

Visitante (A)

XGB

Casa (H)

LGB

Casa (H)

Conclusão: Contra o Mandante 25/04 06:04

Previsões Correct Score

Versão: cc_v3_leaksafe

Home: 36% Draw: 32% Away: 32%

3x0

Neural

4x0

3x2

XGB

2x2

LGB

2x2

Placares mais prováveis:

2x2 (24%), 1x2 (14%), 2x1 (8%), 3x2 (6%), 1x1 (4%)

25/04 06:12

Versão: cc_v1

Home: 49% Draw: 31% Away: 20%

2x1

Neural

2x1

1x1

XGB

2x1

LGB

2x1

Placares mais prováveis:

2x1 (35%), 2x2 (18%), 1x2 (12%), 1x1 (10%), 3x1 (4%)

25/04 06:08

Dados Estatísticos

CASA
Média de gols (Fulham)

1.2 / 1.27

Feitos / Sofridos

VISITANTE
Média de gols (Aston Villa)

1.13 / 1.27

Feitos / Sofridos

CASA
Chutes no alvo (Fulham)

3.53

Média por jogo (HST/AST)

VISITANTE
Chutes no alvo (Aston Villa)

4.33

Média por jogo (HST/AST)

CASA
Conversão (Fulham)

34%

Gols por chute (no alvo, se existir)

VISITANTE
Conversão (Aston Villa)

26.2%

Gols por chute (no alvo, se existir)

CASA
Escanteios (média) (Fulham)

4.73

Média por jogo (HC/AC)

VISITANTE
Escanteios (média) (Aston Villa)

5.47

Média por jogo (HC/AC)

CASA
Cartões amarelos (média) (Fulham)

1.8

Média por jogo (HY/AY)

VISITANTE
Cartões amarelos (média) (Aston Villa)

1.4

Média por jogo (HY/AY)

Sinais (heurísticas objetivas)

Não é garantia de acerto; são critérios simples derivados.

Escanteios: tendência de Over

Média de cantos a favor alta (Fulham: 4.56, Aston Villa: 5.44). Proxy total ≈ 10.

Últimos jogos (no campeonato)

Fulham

Dt	Casa		Placar	Fora	Chutes	No alvo	Esc	B365H	B365D	B365A
25/04/2026	Fulham	W	1-0	Aston Villa	13/10	6/1	2/5	2.75	3.60	2.45
18/04/2026	Brentford	D	0-0	Fulham	13/11	4/0	9/3	2.10	3.75	3.25
11/04/2026	Liverpool	L	2-0	Fulham	18/19	5/4	6/9	1.65	4.20	4.75
21/03/2026	Fulham	W	3-1	Burnley	22/9	6/5	6/6	1.53	4.10	6.25
15/03/2026	Nott'm Forest	D	0-0	Fulham	11/5	2/0	5/4	2.20	3.40	3.30
04/03/2026	Fulham	L	0-1	West Ham	13/9	5/3	7/5	2.00	3.50	3.70
01/03/2026	Fulham	W	2-1	Tottenham	18/13	4/1	5/8	2.10	3.60	3.30
22/02/2026	Sunderland	W	1-3	Fulham	12/12	2/4	6/4	2.70	3.25	2.70
11/02/2026	Man City	L	3-0	Fulham	13/14	5/3	4/4	1.36	5.50	7.00
07/02/2026	Fulham	L	1-2	Everton	13/16	3/3	6/6	2.10	3.25	3.75
01/02/2026	Man United	L	3-2	Fulham	13/14	6/6	3/7	1.57	4.50	5.00
24/01/2026	Fulham	W	2-1	Brighton	12/13	4/5	6/6	2.60	3.40	2.70
17/01/2026	Leeds	L	1-0	Fulham	14/8	5/1	7/3	2.15	3.30	3.50
07/01/2026	Fulham	W	2-1	Chelsea	16/14	5/6	2/11	3.40	3.60	2.05
04/01/2026	Fulham	D	2-2	Liverpool	8/10	2/2	3/8	3.80	3.75	1.91

Aston Villa

Dt	Casa		Placar	Fora	Chutes	No alvo	Esc	B365H	B365D	B365A
25/04/2026	Fulham	L	1-0	Aston Villa	13/10	6/1	2/5	2.75	3.60	2.45
19/04/2026	Aston Villa	W	4-3	Sunderland	15/10	7/7	4/5	1.67	3.75	5.50
12/04/2026	Nott'm Forest	D	1-1	Aston Villa	15/12	4/5	7/3	2.63	3.30	2.70
22/03/2026	Aston Villa	W	2-0	West Ham	23/9	7/1	6/6	1.95	3.60	3.80
15/03/2026	Man United	L	3-1	Aston Villa	16/9	6/2	6/6	1.73	4.00	4.50
04/03/2026	Aston Villa	L	1-4	Chelsea	9/15	4/8	3/8	2.70	3.40	2.55
27/02/2026	Wolves	L	2-0	Aston Villa	9/14	2/5	0/5	4.10	3.70	1.85
21/02/2026	Aston Villa	D	1-1	Leeds	16/14	4/4	7/2	1.85	3.60	4.33
11/02/2026	Aston Villa	W	1-0	Brighton	15/9	1/3	7/5	1.91	3.70	3.80
07/02/2026	Bournemouth	D	1-1	Aston Villa	20/7	9/4	11/4	2.70	3.50	2.50
01/02/2026	Aston Villa	L	0-1	Brentford	27/6	5/2	12/1	2.10	3.50	3.40
25/01/2026	Newcastle	W	0-2	Aston Villa	15/14	4/8	6/5	1.95	3.70	3.70
18/01/2026	Aston Villa	L	0-1	Everton	18/9	5/3	6/4	1.67	3.90	5.25
07/01/2026	Crystal Palace	D	0-0	Aston Villa	11/15	5/3	3/5	3.10	3.30	2.30
03/01/2026	Aston Villa	W	3-1	Nott'm Forest	11/10	4/5	4/4	1.75	3.90	4.50

Tabelas

Tabela larga: role horizontalmente (principalmente no mobile).

AC	AF	AHCh	AHh	AR	AS	AST	AY	Avg<2.5	Avg>2.5	AvgA	AvgAHA	AvgAHH	AvgC<2.5	AvgC>2.5	AvgCA	AvgCAHA	AvgCAHH	AvgCD	AvgCH	AvgD	AvgH	AwayTeam	B365<2.5	B365>2.5	B365A	B365AHA	B365AHH	B365C<2.5	B365C>2.5	B365CA	B365CAHA	B365CAHH	B365CD	B365CH	B365D	B365H	BFDA	BFDCA	BFDCD	BFDCH	BFDD	BFDH	BFE<2.5	BFE>2.5	BFEA	BFEAHA	BFEAHH	BFEC<2.5	BFEC>2.5	BFECA	BFECAHA	BFECAHH	BFECD	BFECH	BFED	BFEH	BMGMA	BMGMCA	BMGMCD	BMGMCH	BMGMD	BMGMH	BVA	BVCA	BVCD	BVCH	BVD	BVH	BWA	BWCA	BWCD	BWCH	BWD	BWH	CLA	CLCA	CLCD	CLCH	CLD	CLH	Date	FTAG	FTHG	FTR	HC	HF	HS	HST	HTAG	HTHG	HTR	HY	HomeTeam	LBA	LBCA	LBCD	LBCH	LBD	LBH	Max<2.5	Max>2.5	MaxA	MaxAHA	MaxAHH	MaxC<2.5	MaxC>2.5	MaxCA	MaxCAHA	MaxCAHH	MaxCD	MaxCH	MaxD	MaxH	P<2.5	P>2.5	PAHA	PAHH	PC<2.5	PC>2.5	PCAHA	PCAHH	PSA	PSCA	PSCD	PSCH	PSD	PSH	Referee	Time	Div
5	12	0	0	0	10	1	2	2.07	1.72	2.47	1.8	1.95	2.08	1.71	2.7	2.02	1.76	3.55	2.43	3.5	2.67	Aston Villa	2.1	1.73	2.45	1.83	2.03	2.1	1.73	2.75	2.05	1.8	3.6	2.45	3.6	2.75	2.5				3.6	2.63															2.48	2.65	3.5	2.48	3.5	2.65	2.45				3.5	2.75	2.5	2.8	3.5	2.4	3.5	2.7	2.5				3.5	2.7	25/04/2026	0	1	H	2	14	13	6	0	1	H	2	Fulham	2.5	2.75	3.5	2.4	3.4	2.7	2.1	1.76	2.54	1.85	2.03	2.2	1.77	2.85	2.08	1.8	3.6	2.5	3.6	2.75															M Oliver	12:30	E0
3	13	-0.5	-0.25	0	11	0	1	2.04	1.73	3.26	1.95	1.79	2.26	1.62	3.52	1.81	1.9	3.75	1.96	3.63	2.09	Fulham	2.1	1.73	3.25	2.03	1.83	2.3	1.62	3.6	1.88	1.98	3.8	1.95	3.75	2.1	3.3	3.5	3.75	1.95	3.6	2.1	2.22	1.79	3.5	2.09	1.89	2.48	1.67	3.75	1.94	2.04	3.95	2.04	3.85	2.18	3.35	3.55	3.75	1.94	3.65	2.07	3.3	3.6	3.8	1.95	3.6	2.1	3.3	3.5	3.8	1.95	3.6	2.1							18/04/2026	0	0	D	9	8	13	4	0	0	D	0	Brentford							2.1	1.81	3.35	2.03	1.83	2.38	1.68	3.66	1.88	1.98	3.8	2.05	3.75	2.12															P Tierney	12:30	E0
9	4	-0.75	-0.75	0	19	4	0	2.42	1.53	4.83	1.99	1.77	2.54	1.5	4.38	1.88	1.88	4.06	1.71	4.18	1.62	Fulham	2.38	1.57	4.75	2.05	1.8	2.63	1.5	4.2	1.88	1.98	4.1	1.75	4.2	1.65	5	4.33	4.2	1.73	4.2	1.62	2.62	1.59	5.2	2.09	1.9	2.78	1.55	4.8	1.99	1.98	4.2	1.79	4.4	1.72	5	4.4	3.9	1.7	4.3	1.58	4.8	4.4	4.2	1.7	4.2	1.65	4.75	4.1	4.2	1.73	4.2	1.63							11/04/2026	0	2	H	6	10	18	5	0	2	H	0	Liverpool							2.5	1.57	5.1	2.05	1.83	2.65	1.52	5	1.93	1.98	4.2	1.78	4.35	1.65															A Taylor	17:30	E0
6	9	-1	-1	1	9	5	2	1.98	1.76	6.22	1.89	1.88	2.2	1.65	5.92	1.91	1.86	4.29	1.52	4.09	1.53	Burnley	2	1.8	6.25	1.98	1.88	2.2	1.67	5.75	1.95	1.9	4.33	1.55	4.1	1.53	6.5	6	4.2	1.53	4.2	1.53	2.14	1.85	6.8	1.98	1.98	2.38	1.71	6.4	2.02	1.96	4.6	1.57	4.2	1.6	6.5	6.1	4.25	1.52	4.1	1.5	6.5	6	4.33	1.53	4.33	1.5	6	5.75	4.33	1.53	4.1	1.55	6				4.2	1.55	21/03/2026	1	3	H	6	6	22	6	0	0	D	2	Fulham	6				4	1.55	2	1.85	6.5	1.98	1.95	2.3	1.7	6.33	2	1.91	4.5	1.55	4.33	1.55															C Kavanagh	15:00	E0
4	10	-0.25	-0.25	0	5	0	3	1.88	1.86	3.24	1.9	1.88	1.79	1.98	3.13	1.85	1.92	3.31	2.29	3.4	2.19	Fulham	1.93	1.93	3.3	1.93	1.93	1.8	2.05	3.2	1.85	2	3.3	2.3	3.4	2.2	3.2	3.1	3.4	2.3	3.5	2.2	1.98	1.98	3.35	1.95	2.04	1.89	2.1	3.35	1.93	2.04	3.45	2.38	3.5	2.36	3.25	3.2	3.25	2.25	3.35	2.18	3.2	3.1	3.4	2.3	3.5	2.2	3.3	3.1	3.3	2.25	3.5	2.15							15/03/2026	0	0	D	5	8	11	2	0	0	D	2	Nott'm Forest							1.93	1.93	3.4	1.95	1.93	1.9	2.05	3.25	1.91	2	3.4	2.38	3.5	2.25															S Barrott	14:00	E0
5	12	-0.25	-0.5	0	9	3	4	2.06	1.72	3.52	1.75	1.98	2.25	1.62	3.13	1.89	1.88	3.51	2.2	3.56	2.03	West Ham	2.1	1.73	3.7	1.83	2.03	2.2	1.67	3.1	1.93	1.93	3.5	2.2	3.5	2	3.3	3.1	3.6	2.2	3.75	2.05	2.24	1.78	3.85	1.89	2.1	2.38	1.71	3.4	2.01	1.97	3.65	2.3	3.75	2.1	3.7	3.2	3.6	2.16	3.55	2	3.5	3.2	3.5	2.2	3.7	2	3.5	3.1	3.5	2.2	3.5	2.05							04/03/2026	1	0	A	7	14	13	5	0	0	D	2	Fulham							2.1	1.79	3.75	1.83	2.05	2.38	1.68	3.2	1.93	1.96	3.6	2.28	3.75	2.08															M Donohue	19:30	E0
8	14	-0.5	-0.25	0	13	1	3	2.07	1.72	3.3	1.98	1.8	2.18	1.66	3.45	1.78	1.96	3.66	2.02	3.57	2.08	Tottenham	2.1	1.73	3.3	2.03	1.83	2.2	1.67	3.5	1.8	2.05	3.6	2.05	3.6	2.1	3.25	3.5	3.75	2	3.75	2.1	2.24	1.78	3.55	2.09	1.89	2.28	1.77	3.7	1.88	2.12	3.8	2.12	3.75	2.18	3.4	3.55	3.65	2.02	3.55	2.1	3.25	3.4	3.7	2.05	3.6	2.05	3.3	3.5	3.7	2	3.6	2.1	3.3				3.6	2.1	01/03/2026	1	2	H	5	11	18	4	0	2	H	3	Fulham	3.3				3.5	2.1	2.12	1.75	3.5	2.03	1.85	2.25	1.7	3.6	1.83	2.05	3.75	2.1	3.75	2.1															T Bramall	14:00	E0
4	13	0	0	0	12	4	1	1.68	2.12	2.67	1.89	1.88	1.78	2.01	2.55	1.77	1.99	3.18	2.85	3.27	2.65	Fulham	1.67	2.2	2.7	1.93	1.93	1.8	2	2.5	1.7	2.1	3.25	2.88	3.25	2.7	2.75	2.6	3.3	2.8	3.3	2.63	1.75	2.26	2.84	2	1.98	1.87	2.12	2.64	1.85	2.16	3.3	3.1	3.35	2.8	2.65	2.55	3.2	2.88	3.4	2.7	2.63	2.6	3.13	2.88	3.25	2.7	2.7	2.55	3.2	2.85	3.3	2.6	2.7	2.5	3.2	2.87	3.3	2.62	22/02/2026	3	1	A	6	6	12	2	0	0	D	1	Sunderland	2.7	2.5	3.2	2.8	3.25	2.6	1.71	2.2	2.75	1.95	1.93	1.83	2.05	2.62	1.83	2.1	3.3	2.9	3.4	2.7															C Pawson	14:00	E0
4	10	-1.5	-1.5	0	14	3	1	2.45	1.52	8.08	1.82	1.92	2.73	1.43	7.38	1.77	1.97	5.23	1.37	5.33	1.34	Fulham	2.5	1.53	7	1.85	2	2.75	1.44	7.5	1.78	2.03	5.5	1.36	5.5	1.36	9	7.5	5	1.4	5.5	1.33	2.74	1.56	9.4	1.9	2.06	3.1	1.46	8.4	1.87	2.11	5.7	1.41	5.8	1.38	9	8	5.2	1.37	5.5	1.34	8.5	7.5	5.25	1.36	5.25	1.33	7	6.5	5.5	1.37	5.5	1.35							11/02/2026	0	3	H	4	8	13	5	0	3	H	3	Man City							2.5	1.56	9	1.9	2	2.85	1.45	8	1.87	2.05	5.5	1.4	5.5	1.38															P Tierney	19:30	E0
6	12	-0.25	-0.25	0	16	3	5	1.65	2.18	3.64	2	1.78	1.87	1.89	3.4	1.97	1.81	3.41	2.13	3.27	2.1	Everton	1.67	2.2	3.75	2.05	1.8	1.91	1.91	3.5	2.03	1.83	3.4	2.1	3.25	2.1	3.6	3.3	3.6	2.15	3.4	2.1	1.74	2.32	3.9	2.11	1.88	2	1.99	3.7	2.06	1.92	3.45	2.24	3.4	2.2	3.7	3.55	3.35	2.17	3.35	2.1	3.6	3.4	3.5	2.1	3.3	2.1	3.6	3.3	3.4	2.15	3.3	2.1							07/02/2026	2	1	A	6	11	13	3	0	1	H	1	Fulham							1.67	2.25	3.8	2.05	1.83	1.94	1.97	3.55	2.03	1.85	3.6	2.17	3.4	2.15															S Attwell	15:00	E0
7	9	-1	-1	0	14	6	1	2.17	1.65	5.2	1.82	1.95	2.62	1.47	5.47	1.96	1.81	4.63	1.52	4.32	1.58	Fulham	2.2	1.67	5	1.88	1.98	2.63	1.5	5.25	2	1.85	4.75	1.53	4.5	1.57	5.5	5.5	4.6	1.53	4.33	1.6	2.36	1.72	5.8	1.92	2.04	2.88	1.52	6.2	2.07	1.92	4.9	1.57	4.7	1.62	5.5	5.6	4.8	1.52	4.5	1.57	5.5	5.75	4.6	1.5	4.2	1.57	5	5.25	4.75	1.53	4.2	1.61							01/02/2026	2	3	H	3	6	13	6	0	1	H	2	Man United							2.25	1.67	5.5	1.88	2	2.75	1.5	5.75	2	1.85	4.8	1.55	4.6	1.61															J Brooks	14:00	E0
6	6	0	0	0	13	5	1	2.01	1.76	2.71	1.93	1.82	1.93	1.84	2.76	1.93	1.83	3.28	2.57	3.42	2.54	Brighton	2.1	1.73	2.7	1.98	1.88	1.98	1.88	2.75	1.98	1.88	3.3	2.55	3.4	2.6	2.75	2.75	3.4	2.6	3.4	2.6	2.16	1.83	2.88	2.06	1.92	2.08	1.9	2.92	2.08	1.91	3.45	2.68	3.55	2.68	2.75	2.8	3.3	2.6	3.4	2.6	2.7	2.75	3.2	2.63	3.5	2.5	2.75	2.75	3.4	2.5	3.5	2.45							24/01/2026	1	2	H	6	10	12	4	1	0	A	1	Fulham							2.1	1.82	2.75	1.98	1.88	2	1.93	2.83	1.98	1.88	3.4	2.63	3.5	2.6															M Oliver	15:00	E0
3	11	-0.25	-0.25	0	8	1	5	1.74	2.05	3.41	1.94	1.83	1.86	1.91	3.1	1.82	1.96	3.34	2.31	3.33	2.17	Fulham	1.73	2.1	3.5	2	1.85	1.93	1.93	3	1.83	2.03	3.4	2.35	3.3	2.15	3.5	3.1	3.4	2.38	3.3	2.2	1.87	2.12	3.65	2.05	1.93	1.98	2	3.3	1.9	2.08	3.4	2.44	3.45	2.26	3.5	3.25	3.3	2.32	3.3	2.2	3.4	3	3.5	2.3	3.4	2.15	3.3	3.1	3.4	2.25	3.3	2.2	3.3	3.1	3.4	2.25	3.3	2.2	17/01/2026	0	1	H	7	6	14	5	0	0	D	1	Leeds	3.3	3.1	3.4	2.25	3.3	2.2	1.77	2.1	3.5	2	1.86	1.93	1.96	3.25	1.85	2.03	3.5	2.38	3.4	2.23															C Kavanagh	15:00	E0
11	6	0.5	0.5	1	14	6	3	2	1.77	2.07	2.01	1.73	1.93	1.84	2.01	1.96	1.78	3.56	3.61	3.59	3.38	Chelsea	2	1.8	2.05	2.05	1.8	1.93	1.93	2	2.03	1.83	3.5	3.7	3.6	3.4	2.1	2.05	3.5	3.5	3.6	3.5	2.14	1.85	2.12	2.12	1.87	2.06	1.93	2.06	2.06	1.93	3.7	3.95	3.8	3.7	2.06	1.96	3.8	3.7	3.7	3.5	2.05	2	3.5	3.7	3.6	3.4	2.1	2.05	3.5	3.5	3.6	3.3	2.1	2.05	3.5	3.5	3.6	3.3	07/01/2026	1	2	H	2	11	16	5	0	0	D	3	Fulham	2.1	2.05	3.5	3.5	3.6	3.25	2.04	1.8	2.12	2.05	1.83	2.07	1.93	2.05	2.03	1.83	3.8	3.7	3.7	3.5	2.1	1.79	2.09	1.81	1.98	1.93	2.1	1.84	2.09	2.09	3.58	3.7	3.76	3.45	P Bankes	19:30	E0
8	4	0.5	0.5	0	10	2	1	2	1.77	1.92	1.88	1.85	1.89	1.87	1.88	1.82	1.91	3.61	4.07	3.68	3.74	Liverpool	2	1.8	1.91	1.95	1.9	2	1.85	1.85	1.88	1.98	3.75	4	3.75	3.8	1.95	1.91	3.6	4.2	3.75	3.75	2.08	1.87	2.02	2.03	1.94	1.96	2.02	1.94	1.93	2.06	3.75	4.5	3.85	3.9	1.94	1.89	3.65	4.2	3.65	3.95	1.91	1.85	3.7	4.1	3.6	3.7	1.93	1.9	3.6	3.9	3.75	3.7	1.91	1.91	3.6	3.9	3.75	3.7	04/01/2026	2	2	D	3	11	8	2	0	1	H	1	Fulham	1.91	1.91	3.6	3.9	3.7	3.7	2.02	1.82	1.96	1.95	1.9	2	1.95	1.91	1.88	1.98	3.75	4.25	3.8	3.95	2.05	1.85	1.98	1.93	1.92	1.99	1.91	2.01	1.97	1.91	3.67	4.39	3.84	3.75	C Pawson	15:15	E0

AC	AF	AHCh	AHh	AS	AST	AY	Avg<2.5	Avg>2.5	AvgA	AvgAHA	AvgAHH	AvgC<2.5	AvgC>2.5	AvgCA	AvgCAHA	AvgCAHH	AvgCD	AvgCH	AvgD	AvgH	AwayTeam	B365<2.5	B365>2.5	B365A	B365AHA	B365AHH	B365C<2.5	B365C>2.5	B365CA	B365CAHA	B365CAHH	B365CD	B365CH	B365D	B365H	BFDA	BFDCA	BFDCD	BFDCH	BFDD	BFDH	BFE<2.5	BFE>2.5	BFEA	BFEAHA	BFEAHH	BFEC<2.5	BFEC>2.5	BFECA	BFECAHA	BFECAHH	BFECD	BFECH	BFED	BFEH	BMGMA	BMGMCA	BMGMCD	BMGMCH	BMGMD	BMGMH	BVA	BVCA	BVCD	BVCH	BVD	BVH	BWA	BWCA	BWCD	BWCH	BWD	BWH	CLA	CLCA	CLCD	CLCH	CLD	CLH	Date	FTAG	FTHG	FTR	HC	HF	HS	HST	HTAG	HTHG	HTR	HY	HomeTeam	LBA	LBCA	LBCD	LBCH	LBD	LBH	Max<2.5	Max>2.5	MaxA	MaxAHA	MaxAHH	MaxC<2.5	MaxC>2.5	MaxCA	MaxCAHA	MaxCAHH	MaxCD	MaxCH	MaxD	MaxH	P<2.5	P>2.5	PAHA	PAHH	PC<2.5	PC>2.5	PCAHA	PCAHH	PSA	PSCA	PSCD	PSCH	PSD	PSH	Referee	Time	Div
5	12	0	0	10	1	2	2.07	1.72	2.47	1.8	1.95	2.08	1.71	2.7	2.02	1.76	3.55	2.43	3.5	2.67	Aston Villa	2.1	1.73	2.45	1.83	2.03	2.1	1.73	2.75	2.05	1.8	3.6	2.45	3.6	2.75	2.5				3.6	2.63															2.48	2.65	3.5	2.48	3.5	2.65	2.45				3.5	2.75	2.5	2.8	3.5	2.4	3.5	2.7	2.5				3.5	2.7	25/04/2026	0	1	H	2	14	13	6	0	1	H	2	Fulham	2.5	2.75	3.5	2.4	3.4	2.7	2.1	1.76	2.54	1.85	2.03	2.2	1.77	2.85	2.08	1.8	3.6	2.5	3.6	2.75															M Oliver	12:30	E0
5	11	-0.75	-0.75	10	7	3	1.86	1.89	5.25	1.92	1.81	1.85	1.92	4.8	1.82	1.93	3.66	1.73	3.78	1.65	Sunderland	1.88	1.98	5.5	1.98	1.88	1.88	1.98	5	1.88	1.98	3.6	1.75	3.75	1.67	5.5	4.5	3.75	1.8	3.75	1.67	1.97	1.98	5.6	2.03	1.93	1.94	2.04	5.3	1.93	2.04	3.85	1.8	4	1.73	5.4	4.9	3.6	1.72	3.8	1.63	5	4.75	3.7	1.73	3.7	1.65	5	4.6	3.7	1.75	3.9	1.66							19/04/2026	3	4	H	4	11	15	7	1	2	H	1	Aston Villa							1.91	1.98	5.5	1.98	1.88	1.91	2	5.25	1.88	1.98	3.9	1.8	4	1.67															S Barrott	14:00	E0
3	10	-0.25	0	12	5	2	1.84	1.91	2.65	1.89	1.88	1.9	1.87	2.99	1.8	1.97	3.32	2.35	3.33	2.61	Aston Villa	1.85	2	2.7	1.93	1.93	2	1.8	3	1.85	2	3.4	2.3	3.3	2.63	2.63	2.88	3.5	2.4	3.5	2.6	1.92	2.06	2.82	1.98	1.98	1.91	2.08	3.2	1.87	2.12	3.45	2.48	3.45	2.78	2.65	2.95	3.2	2.43	3.3	2.6	2.63	3.1	3.3	2.3	3.4	2.63	2.65	3	3.4	2.3	3.4	2.6							12/04/2026	1	1	D	7	15	15	4	1	1	D	2	Nott'm Forest							1.91	2	2.7	1.93	1.93	2	2	3.1	1.85	2	3.5	2.5	3.5	2.66															M Salisbury	14:00	E0
6	7	-0.75	-0.5	9	1	1	2.02	1.74	3.7	1.82	1.9	2.1	1.7	4.55	1.84	1.93	3.79	1.73	3.56	1.95	West Ham	2	1.8	3.8	1.88	1.98	2.1	1.73	4.5	1.85	2	3.8	1.75	3.6	1.95	3.6	4.33	3.75	1.8	3.6	2	2.1	1.89	3.95	1.93	2.06	2.18	1.83	5	1.95	2.04	4	1.8	3.8	2.06	3.9	4.7	3.9	1.68	3.5	1.91	3.6	4.8	3.75	1.73	3.6	1.93	3.75	4.5	3.8	1.73	3.6	1.95							22/03/2026	0	2	H	6	3	23	7	0	1	H	0	Aston Villa							2.1	1.8	3.95	1.88	1.98	2.18	1.73	4.8	1.9	2	3.95	1.8	3.65	2															P Tierney	14:15	E0
6	5	-0.75	-0.75	9	2	2	2.19	1.64	4.38	1.89	1.89	2.25	1.61	4.56	1.9	1.88	4	1.69	4.02	1.71	Aston Villa	2.2	1.67	4.5	1.95	1.9	2.3	1.62	4.5	1.95	1.9	4.1	1.7	4	1.73	4.33	4.5	4	1.73	4	1.73	2.34	1.71	4.8	2.04	1.94	2.42	1.69	5	2.02	1.96	4.2	1.76	4.4	1.75	4.4	4.7	3.95	1.67	4.1	1.68	4.6	4.6	4	1.7	4	1.7	4.33	4.4	4.1	1.7	4	1.73							15/03/2026	1	3	H	6	10	16	6	0	0	D	3	Man United							2.23	1.67	4.6	1.95	1.93	2.3	1.65	4.75	1.96	1.93	4.2	1.73	4.2	1.73															A Taylor	14:00	E0
8	9	0	0	15	8	2	2.15	1.67	2.46	1.82	1.95	2.09	1.71	2.54	1.85	1.91	3.48	2.64	3.57	2.67	Chelsea	2.1	1.73	2.55	1.85	2	2.1	1.73	2.55	1.9	1.95	3.4	2.63	3.4	2.7	2.5	2.5	3.6	2.63	3.6	2.63	2.28	1.75	2.62	1.91	2.07	2.24	1.79	2.68	1.94	2.04	3.65	2.82	3.65	2.84	2.4	2.55	3.45	2.7	3.7	2.75	2.45	2.5	3.6	2.63	3.6	2.7	2.5	2.6	3.4	2.65	3.6	2.6							04/03/2026	4	1	A	3	10	9	4	2	1	A	3	Aston Villa							2.2	1.73	2.55	1.86	2	2.15	1.77	2.66	1.9	1.95	3.6	2.7	3.7	2.75															J Gillett	19:30	E0
5	19	0.75	0.5	14	5	3	1.93	1.84	1.84	1.79	1.95	1.89	1.87	1.74	1.93	1.84	3.74	4.6	3.64	4.17	Aston Villa	2	1.85	1.85	1.83	2.03	1.91	1.91	1.75	2	1.85	3.7	4.75	3.7	4.1	1.9	1.8	3.75	4.33	3.6	4	2.02	1.96	1.9	1.89	2.11	2	1.99	1.79	2.04	1.95	3.95	5.2	3.85	4.6	1.83	1.71	3.85	4.8	3.6	4.35	1.83	1.75	3.75	4.6	3.7	4.2	1.83	1.77	3.7	4.6	3.7	4.2							27/02/2026	0	2	H	0	13	9	2	0	0	D	3	Wolves							2	1.91	1.9	1.85	2.03	1.97	1.91	1.8	2	1.89	3.85	4.8	3.7	4.35															C Pawson	20:00	E0
2	16	-0.5	-0.5	14	4	4	1.95	1.81	4.24	1.94	1.8	2.02	1.77	4.18	1.93	1.81	3.68	1.82	3.62	1.84	Leeds	2.03	1.83	4.33	2	1.85	2	1.8	4.33	2	1.85	3.6	1.83	3.6	1.85	4	4.2	3.75	1.83	3.75	1.9	2.08	1.88	4.7	2.11	1.89	2.18	1.83	4.6	2.09	1.9	3.85	1.9	3.8	1.89	4.5	4.5	3.75	1.77	3.8	1.8	4.2	4.1	3.75	1.83	3.7	1.83	4	4.1	3.7	1.83	3.6	1.87							21/02/2026	1	1	D	7	11	16	4	1	0	A	1	Aston Villa							2.03	1.86	4.5	2	1.85	2.1	1.8	4.5	2	1.91	3.75	1.87	3.8	1.9															M Oliver	15:00	E0
5	15	-0.25	-0.5	9	3	3	2.02	1.75	3.79	1.86	1.86	2.27	1.61	3.34	2.02	1.77	3.69	2.06	3.67	1.92	Brighton	2	1.8	3.8	1.93	1.93	2.3	1.62	3.25	2.03	1.83	3.75	2.1	3.7	1.91	3.75	3.4	3.75	2.1	3.75	1.95	2.1	1.88	4	1.98	2	2.42	1.69	3.55	2.13	1.86	3.9	2.12	3.85	2	3.85	3.6	3.7	2.02	3.65	1.95	3.8	3.4	3.6	2.05	3.7	1.93	3.75	3.3	3.7	2.05	3.75	1.9							11/02/2026	0	1	H	7	9	15	1	0	0	D	2	Aston Villa							2.08	1.8	3.85	1.93	1.93	2.32	1.65	3.6	2.08	1.83	3.8	2.1	3.8	1.95															P Bankes	19:30	E0
4	11	0.25	0	7	4	1	2.16	1.66	2.46	1.8	1.95	2.23	1.63	2.35	2	1.78	3.58	2.84	3.6	2.68	Aston Villa	2.2	1.67	2.5	1.85	2	2.3	1.62	2.4	2.03	1.83	3.6	2.8	3.5	2.7	2.5	2.4	3.75	2.8	3.75	2.63	2.3	1.76	2.64	1.92	2.06	2.4	1.7	2.46	2.14	1.86	3.75	2.98	3.7	2.82	2.5	2.38	3.6	2.9	3.7	2.7	2.45	2.3	3.7	2.88	3.6	2.7	2.5	2.4	3.6	2.75	3.6	2.65							07/02/2026	1	1	D	11	4	20	9	1	0	A	1	Bournemouth							2.23	1.67	2.5	1.85	2	2.3	1.67	2.4	2.05	1.83	3.75	2.9	3.75	2.8															A Taylor	15:00	E0
1	8	-0.25	-0.25	6	2	3	1.98	1.78	3.46	1.99	1.79	1.92	1.85	3.13	1.83	1.95	3.32	2.3	3.47	2.08	Brentford	2	1.8	3.4	2.03	1.83	1.98	1.88	3	1.8	2.05	3.4	2.38	3.5	2.1	3.5	3.2	3.4	2.3	3.5	2.1	2.1	1.88	3.65	2.12	1.86	2.04	1.94	3.4	1.95	2.03	3.45	2.38	3.65	2.16	3.55	3.3	3.35	2.28	3.55	2.08	3.4	3.13	3.3	2.3	3.6	2.05	3.5	3.1	3.4	2.25	3.5	2.05							01/02/2026	1	0	A	12	8	27	5	1	0	A	0	Aston Villa							2.06	1.8	3.6	2.03	1.83	2	1.91	3.3	1.88	2.05	3.4	2.38	3.6	2.12															T Robinson	14:00	E0
5	12	-0.25	-0.5	14	8	2	2.19	1.64	3.54	1.81	1.92	2.22	1.64	3.26	1.93	1.84	3.53	2.15	3.66	1.98	Aston Villa	2.2	1.67	3.7	1.88	1.98	2.2	1.67	3.3	2	1.85	3.6	2.15	3.7	1.95	3.6	3.25	3.6	2.2	3.75	2	2.34	1.72	3.8	1.9	2.1	2.34	1.74	3.45	2.08	1.91	3.85	2.2	3.8	2.1	3.6	3.35	3.5	2.2	3.7	2.02	3.4	3.3	3.5	2.15	3.7	1.95	3.6	3.3	3.6	2.1	3.8	1.93							25/01/2026	2	0	A	6	7	15	4	1	0	A	1	Newcastle							2.25	1.7	3.7	1.88	1.98	2.3	1.68	3.35	2	1.9	3.6	2.22	3.8	2.02															J Gillett	14:00	E0
4	13	-0.75	-0.75	9	3	2	1.87	1.88	5.09	1.95	1.82	1.95	1.81	5.77	2.08	1.72	3.94	1.6	3.87	1.66	Everton	1.93	1.93	5.25	2	1.85	2	1.8	5.75	2.08	1.73	3.9	1.62	3.9	1.67	5.5	5.5	4	1.62	3.75	1.7	1.98	2	5.7	2.04	1.92	2.08	1.9	6.6	2.2	1.81	4.1	1.63	4	1.72	5.4	6.1	3.95	1.6	3.95	1.66	5	6.5	3.9	1.55	3.75	1.65	5	5.5	4	1.6	4	1.66	5	5.5	4	1.6	4	1.67	18/01/2026	1	0	A	6	15	18	5	0	0	D	1	Aston Villa	4.8	5.25	4	1.6	3.9	1.67	1.93	1.93	5.5	2	1.85	2	1.85	6.5	2.1	1.83	4	1.64	4	1.7															T Harrington	16:30	E0
5	3	0.25	0.25	15	3	0	1.86	1.9	2.31	1.88	1.83	1.93	1.84	2.38	1.97	1.77	3.33	2.99	3.36	3.08	Aston Villa	1.93	1.93	2.3	2	1.85	2	1.85	2.4	2.1	1.78	3.4	2.9	3.3	3.1	2.38	2.4	3.4	3	3.4	3.1	1.97	2	2.42	2.07	1.91	2.02	1.95	2.46	2.1	1.89	3.45	3.25	3.45	3.3	2.28	2.43	3.35	3.05	3.45	3.2	2.3	2.4	3.3	3	3.5	3	2.35	2.3	3.4	3	3.4	3	2.37	2.3	3.4	3	3.4	3	07/01/2026	0	0	D	3	8	11	5	0	0	D	2	Crystal Palace	2.3	2.3	3.3	3	3.3	3	1.93	1.95	2.38	2	1.86	2	1.91	2.45	2.1	1.83	3.4	3.05	3.5	3.2	1.94	1.94	2.05	1.86	2.03	1.88	2.11	1.83	2.38	2.45	3.4	3.08	3.4	3.14	A Madley	19:30	E0
4	20	-0.5	-0.75	10	5	2	1.97	1.8	4.54	1.83	1.94	1.93	1.83	4.1	1.88	1.86	3.51	1.9	3.74	1.76	Nott'm Forest	2	1.8	4.5	1.88	1.98	1.98	1.88	4	1.93	1.93	3.5	1.91	3.9	1.75	4.6	4.2	3.6	1.91	3.75	1.8	2.1	1.88	5	1.94	2.02	2.04	1.94	4.6	2.02	1.97	3.55	1.98	3.95	1.8	4.7	4.35	3.5	1.91	3.8	1.77	4.6	3.8	3.6	1.95	3.8	1.73	4.4	4	3.6	1.9	3.75	1.77	4.4	4	3.6	1.91	3.75	1.75	03/01/2026	1	3	H	4	10	11	4	0	1	H	1	Aston Villa	4.4	4	3.5	1.91	3.7	1.75	2	1.85	4.75	1.88	2	2	1.91	4.4	1.95	1.93	3.6	1.95	3.9	1.8	2.05	1.83	1.93	1.98	1.98	1.93	1.95	1.97	4.83	4.29	3.49	1.96	3.86	1.76	S Hooper	12:30	E0

Legenda dos Campos

Date: Data do jogo (CSV)

HomeTeam: Time mandante

AwayTeam: Time visitante

FTHG: Gols do mandante (FT)

FTAG: Gols do visitante (FT)

FTR: Resultado FT: H=Mandante, D=Empate, A=Visitante

HS: Finalizações mandante

AS: Finalizações visitante

HST: Finalizações no alvo mandante

AST: Finalizações no alvo visitante

HC: Escanteios mandante

AC: Escanteios visitante

B365H: Odd Bet365 mandante

B365D: Odd Bet365 empate

B365A: Odd Bet365 visitante

Faça uma pergunta para a INTELIGÊNCIA ARTIFICIAL

Sobre este jogo: Fulham x Aston Villa

Pergunte à IA

Análise Detalhada dos Modelos de Machine Learning Clique para expandir e ver as matrizes de confusão

Versão: v2-1

Conclusão: Contra o Mandante • Data: 25/04 06:04

Random Forest

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	65(acerto)	2(erro)	4(erro)
Empate (D)	13(erro)	37(acerto)	5(erro)
Casa (H)	6(erro)	4(erro)	78(acerto)

📊 Análise do Random Forest

🎯 Previsão do Modelo:

🎯 Vitória do Visitante (A)

💡 Alta confiança - excelente histórico de acertos nessa categoria (92%)

Acurácia Geral:84.1%

Performance por Classe:

👑 Casa✓ 89%

🤝 Empate◐ 67%

🎯 Visitante✓ 92%

💪 Força: Excelente em prever Visitante (92%)

🎯 Previsão Principal: 🎯 Visitante

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (13x)

2️⃣ Secundária: 👑 Casa → 🎯 Visitante (6x)

3️⃣ Terciária: 🤝 Empate → 👑 Casa (5x)

Neural Network

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	60(acerto)	3(erro)	8(erro)
Empate (D)	11(erro)	36(acerto)	8(erro)
Casa (H)	7(erro)	7(erro)	74(acerto)

📊 Análise do Neural Network

🎯 Previsão do Modelo:

🎯 Vitória do Visitante (A)

💡 Alta confiança - excelente histórico de acertos nessa categoria (85%)

Acurácia Geral:79.4%

Performance por Classe:

👑 Casa✓ 84%

🤝 Empate◐ 65%

🎯 Visitante✓ 85%

💪 Força: Excelente em prever Visitante (85%)

🎯 Previsão Principal: 🎯 Visitante

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (11x)

2️⃣ Secundária: 🤝 Empate → 👑 Casa (8x)

3️⃣ Terciária: 🎯 Visitante → 👑 Casa (8x)

Gradient Boosting

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	64(acerto)	3(erro)	4(erro)
Empate (D)	13(erro)	37(acerto)	5(erro)
Casa (H)	5(erro)	7(erro)	76(acerto)

📊 Análise do Gradient Boosting

🎯 Previsão do Modelo:

🎯 Vitória do Visitante (A)

💡 Alta confiança - excelente histórico de acertos nessa categoria (90%)

Acurácia Geral:82.7%

Performance por Classe:

👑 Casa✓ 86%

🤝 Empate◐ 67%

🎯 Visitante✓ 90%

💪 Força: Excelente em prever Visitante (90%)

🎯 Previsão Principal: 🎯 Visitante

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (13x)

2️⃣ Secundária: 👑 Casa → 🤝 Empate (7x)

3️⃣ Terciária: 👑 Casa → 🎯 Visitante (5x)

XGBoost

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	61(acerto)	6(erro)	4(erro)
Empate (D)	8(erro)	43(acerto)	4(erro)
Casa (H)	7(erro)	4(erro)	77(acerto)

📊 Análise do XGBoost

🎯 Previsão do Modelo:

👑 Vitória da Casa (H)

💡 Alta confiança - excelente histórico de acertos nessa categoria (88%)

Acurácia Geral:84.6%

Performance por Classe:

👑 Casa✓ 88%

🤝 Empate✓ 78%

🎯 Visitante✓ 86%

💪 Força: Excelente em prever Casa (88%)

🎯 Previsão Principal: 👑 Casa

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (8x)

2️⃣ Secundária: 👑 Casa → 🎯 Visitante (7x)

3️⃣ Terciária: 🎯 Visitante → 🤝 Empate (6x)

LightGBM

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	61(acerto)	8(erro)	2(erro)
Empate (D)	10(erro)	41(acerto)	4(erro)
Casa (H)	8(erro)	4(erro)	76(acerto)

📊 Análise do LightGBM

🎯 Previsão do Modelo:

👑 Vitória da Casa (H)

💡 Alta confiança - excelente histórico de acertos nessa categoria (86%)

Acurácia Geral:83.2%

Performance por Classe:

👑 Casa✓ 86%

🤝 Empate✓ 75%

🎯 Visitante✓ 86%

💪 Força: Excelente em prever Casa (86%)

🎯 Previsão Principal: 👑 Casa

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (10x)

2️⃣ Secundária: 👑 Casa → 🎯 Visitante (8x)

3️⃣ Terciária: 🎯 Visitante → 🤝 Empate (8x)

Entendendo a Matriz de Confusão

A matriz de confusão compara previsões com resultados reais:

H = Vitória do time da casa
D = Empate
A = Vitória do visitante

Exemplo da tabela:

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	17(acerto)	2(erro)	0(erro)
Empate (D)	4(erro)	8(acerto)	1(erro)
Casa (H)	1(erro)	1(erro)	1(acerto)

Legenda: Linhas = Resultado Real | Colunas = Previsão do Modelo | Diagonal (verde) = Acertos | Off-diagonal (vermelho) = Erros

Detalhes da Partida

Fulham

VS

Aston Villa

Relatórios de Machine Learning

Análise por Modelos de Machine Learning

Previsões Match Odds

Previsões Correct Score

Dados Estatísticos

Sinais (heurísticas objetivas)

Últimos jogos (no campeonato)

Fulham

Aston Villa

Tabelas

Legenda dos Campos

Pergunte à IA

Análise Detalhada dos Modelos de Machine Learning Clique para expandir e ver as matrizes de confusão

Versão: v2-1

Random Forest

Neural Network

Gradient Boosting

XGBoost

LightGBM

Entendendo a Matriz de Confusão

Sobre o Trader Size