🥇 Brentford x West Ham Prognóstico de futebol com Inteligência Artificial

Detalhes da Partida

Brentford

Time da Casa

VS

West Ham

Time Visitante

Relatórios de Machine Learning

Correct Score
Previsão Match Odds

Versão Modelo	Conclusão	RF	Neural	GB	XGB	LGB	Data
v2-1	Contra o Visitante	Empate (D) 2 x 1	Empate (D) 2 x 1	Empate (D) 2 x 1	Visitante (A) 2 x 1	Empate (D) 2 x 1	02/05 06:07

Versão Modelo	Probabilidades	Conclusão	RF	Neural	GB	XGB	LGB	Data
cc_v3_leaksafe	H 43% D 24% A 33% Home: 43% \| Draw: 24% \| Away: 33%	1x1 (18%), 0x3 (11%), 0x1 (9%), 4x2 (8%), 4x1 (6%)	4x2	1x1	4x2	1x1	1x1	02/05 06:13
cc_v1	H 81% D 15% A 4% Home: 81% \| Draw: 15% \| Away: 4%	2x1 (53%), 1x1 (9%), 3x1 (8%), 2x2 (5%), 4x1 (3%)	2x1	2x1	2x1	2x1	2x1	02/05 06:11

Análise por Modelos de Machine Learning

Previsões Match Odds

Versão: v2-1

Empate (D)

Neural

Empate (D)

XGB

Visitante (A)

LGB

Empate (D)

Conclusão: Contra o Visitante 02/05 06:07

Previsões Correct Score

Versão: cc_v3_leaksafe

Home: 43% Draw: 24% Away: 33%

4x2

Neural

1x1

4x2

XGB

1x1

LGB

1x1

Placares mais prováveis:

1x1 (18%), 0x3 (11%), 0x1 (9%), 4x2 (8%), 4x1 (6%)

02/05 06:13

Versão: cc_v1

Home: 81% Draw: 15% Away: 4%

2x1

Neural

2x1

XGB

2x1

LGB

2x1

Placares mais prováveis:

2x1 (53%), 1x1 (9%), 3x1 (8%), 2x2 (5%), 4x1 (3%)

02/05 06:11

Dados Estatísticos

CASA
Média de gols (Brentford)

1.4 / 1.33

Feitos / Sofridos

VISITANTE
Média de gols (West Ham)

1.4 / 1.33

Feitos / Sofridos

CASA
Chutes no alvo (Brentford)

3.87

Média por jogo (HST/AST)

VISITANTE
Chutes no alvo (West Ham)

3.4

Média por jogo (HST/AST)

CASA
Conversão (Brentford)

36.2%

Gols por chute (no alvo, se existir)

VISITANTE
Conversão (West Ham)

41.2%

Gols por chute (no alvo, se existir)

CASA
Escanteios (média) (Brentford)

5.07

Média por jogo (HC/AC)

VISITANTE
Escanteios (média) (West Ham)

4.73

Média por jogo (HC/AC)

CASA
Cartões amarelos (média) (Brentford)

1.67

Média por jogo (HY/AY)

VISITANTE
Cartões amarelos (média) (West Ham)

1.87

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 (Brentford: 5.07, West Ham: 4.73). Proxy total ≈ 9.8.

Últimos jogos (no campeonato)

Brentford

Dt	Casa		Placar	Fora	Chutes	No alvo	Esc	B365H	B365D	B365A
27/04/2026	Man United	L	2-1	Brentford	11/12	6/4	7/8	1.85	3.80	4.00
18/04/2026	Brentford	D	0-0	Fulham	13/11	4/0	9/3	2.10	3.75	3.25
11/04/2026	Brentford	D	2-2	Everton	17/14	4/7	2/3	2.15	3.30	3.50
21/03/2026	Leeds	D	0-0	Brentford	14/6	4/2	6/2	2.45	3.50	2.88
16/03/2026	Brentford	D	2-2	Wolves	10/13	3/4	1/5	1.55	4.20	5.75
03/03/2026	Bournemouth	D	0-0	Brentford	13/5	2/2	4/3	2.50	3.60	2.63
28/02/2026	Burnley	W	3-4	Brentford	12/16	3/7	4/8	4.50	3.90	1.73
21/02/2026	Brentford	L	0-2	Brighton	13/11	3/7	6/4	2.00	3.70	3.50
12/02/2026	Brentford	D	1-1	Arsenal	12/7	3/2	6/4	4.75	3.90	1.70
07/02/2026	Newcastle	W	2-3	Brentford	16/11	4/5	9/3	2.10	3.50	3.50
01/02/2026	Aston Villa	W	0-1	Brentford	27/6	5/2	12/1	2.10	3.50	3.40
25/01/2026	Brentford	L	0-2	Nott'm Forest	10/7	1/2	6/5	1.91	3.50	4.10
17/01/2026	Chelsea	L	2-0	Brentford	6/15	2/5	3/9	1.73	4.00	4.75
07/01/2026	Brentford	W	3-0	Sunderland	18/11	6/3	7/4	1.85	3.50	4.33
04/01/2026	Everton	W	2-4	Brentford	14/11	6/7	4/5	2.35	3.25	3.10

West Ham

Dt	Casa		Placar	Fora	Chutes	No alvo	Esc	B365H	B365D	B365A
25/04/2026	West Ham	W	2-1	Everton	10/11	3/3	3/4	2.40	3.40	2.90
20/04/2026	Crystal Palace	D	0-0	West Ham	9/9	1/4	4/6	2.38	3.20	3.10
10/04/2026	West Ham	W	4-0	Wolves	18/14	7/3	5/2	1.80	3.80	4.33
22/03/2026	Aston Villa	L	2-0	West Ham	23/9	7/1	6/6	1.95	3.60	3.80
14/03/2026	West Ham	D	1-1	Man City	1/24	1/6	1/15	4.33	4.33	1.70
04/03/2026	Fulham	W	0-1	West Ham	13/9	5/3	7/5	2.00	3.50	3.70
28/02/2026	Liverpool	L	5-2	West Ham	18/11	7/4	10/5	1.42	4.75	6.50
21/02/2026	West Ham	D	0-0	Bournemouth	20/10	3/5	9/5	2.50	3.70	2.63
10/02/2026	West Ham	D	1-1	Man United	7/9	3/3	5/3	4.50	4.20	1.70
07/02/2026	Burnley	W	0-2	West Ham	18/6	5/4	5/2	3.30	3.50	2.15
31/01/2026	Chelsea	L	3-2	West Ham	14/11	6/6	9/3	1.50	4.50	6.00
24/01/2026	West Ham	W	3-1	Sunderland	13/7	5/2	3/3	2.50	3.20	2.88
17/01/2026	Tottenham	W	1-2	West Ham	21/17	6/4	11/5	1.73	4.00	4.50
06/01/2026	West Ham	L	1-2	Nott'm Forest	14/13	3/5	6/5	2.88	3.25	2.20
03/01/2026	Wolves	L	3-0	West Ham	11/6	8/0	6/7	2.50	3.30	2.88

Tabelas

Tabela larga: role horizontalmente (principalmente no mobile).

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
8	9	-0.5	-0.5	12	4	4	2.35	1.55	3.84	1.92	1.8	2.36	1.56	3.53	1.81	1.9	3.73	1.96	3.82	1.84	Brentford	2.38	1.57	4	2.03	1.83	2.38	1.57	3.6	1.83	2.03	3.75	1.95	3.8	1.85	3.75	3.5	4	2	4	1.9															3.95	3.65	3.65	1.93	3.75	1.85	3.8	3.5	3.7	2	3.9	1.8	4	3.4	3.8	1.98	3.9	1.82		3.4	3.8	2			27/04/2026	1	2	H	7	6	11	6	0	2	H	2	Man United	3.9	3.4	3.75	2	3.9	1.8	2.38	1.61	4	2.03	1.86	2.45	1.61	3.75	1.85	2.03	4	2	4	1.9															C Kavanagh	20:00	E0
3	13	-0.5	-0.25	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
3	7	-0.25	-0.25	14	7	2	1.8	1.95	3.45	1.96	2.09	1.88	1.88	3.37	1.94	1.82	3.34	2.15	3.31	2.13	Everton	1.8	2	3.5	2.03	1.83	1.91	1.91	3.5	2.03	1.83	3.4	2.1	3.3	2.15	3.4	3.4	3.4	2.15	3.4	2.15	1.94	2.04	3.75	2.09	1.9	2	1.98	3.8	2.07	1.92	3.4	2.22	3.5	2.22	3.6	3.4	3.25	2.16	3.2	2.12	3.5	3.5	3.3	2.15	3.25	2.15	3.3	3.3	3.4	2.15	3.5	2.1							11/04/2026	2	2	D	2	6	17	4	1	1	D	0	Brentford							1.85	2.04	3.6	2.03	3.5	1.92	1.98	3.5	2.03	1.9	3.4	2.2	3.5	2.15															F Hallam	15:00	E0
2	9	-0.25	0	6	2	0	1.9	1.84	2.77	2.01	1.75	1.91	1.85	2.95	1.76	2.04	3.41	2.35	3.42	2.46	Brentford	1.98	1.88	2.88	2.1	1.78	1.91	1.91	3	1.8	2.05	3.5	2.38	3.5	2.45	2.75	3	3.5	2.3	3.5	2.5	2.04	1.92	2.94	2.12	1.87	2	1.98	3.15	1.87	2.12	3.5	2.48	3.55	2.6	2.75	2.95	3.4	2.32	3.35	2.5	2.8	2.9	3.5	2.38	3.5	2.45	2.8	2.95	3.4	2.3	3.5	2.4							21/03/2026	0	0	D	6	6	14	4	0	0	D	2	Leeds							1.98	1.94	2.88	2.1	1.83	1.98	1.91	3	1.83	2.12	3.5	2.5	3.5	2.55															J Gillett	20:00	E0
5	10	-1	-1	13	4	4	2.11	1.68	5.68	1.87	1.91	2.17	1.67	5.78	1.89	1.89	4.29	1.53	4.15	1.54	Wolves	2.1	1.73	5.75	1.93	1.93	2.2	1.67	5.75	1.98	1.88	4.33	1.53	4.2	1.55	6	6	4.33	1.53	4.2	1.53	2.22	1.77	6.2	1.97	1.98	2.32	1.74	6.6	2.05	1.93	4.7	1.55	4.4	1.61	5.8	5.8	4.1	1.54	4.2	1.54	5.75	6	4.33	1.53	4.1	1.53	5.25	5.5	4.33	1.55	4.33	1.58							16/03/2026	2	2	D	1	12	10	3	1	2	H	2	Brentford							2.17	1.73	6	1.93	1.95	2.22	1.7	6	1.98	1.95	4.5	1.56	4.33	1.58															S Attwell	20:00	E0
3	10	0	0	5	2	1	2.32	1.58	2.65	1.95	1.82	2.28	1.6	2.65	1.94	1.82	3.56	2.5	3.59	2.48	Brentford	2.3	1.62	2.63	2	1.85	2.3	1.62	2.7	2	1.85	3.6	2.5	3.6	2.5	2.63	2.6	3.75	2.5	3.75	2.4	2.46	1.67	2.8	2.06	1.93	2.42	1.69	2.8	2.07	1.92	3.85	2.58	3.75	2.64	2.65	2.7	3.55	2.5	3.6	2.5	2.7	2.7	3.5	2.5	3.5	2.5	2.65	2.7	3.5	2.5	3.6	2.5							03/03/2026	0	0	D	4	9	13	2	0	0	D	2	Bournemouth							2.38	1.62	2.7	2	1.85	2.38	1.65	2.7	2	1.91	3.75	2.55	3.75	2.5															C Pawson	19:30	E0
8	9	0.75	0.75	16	7	2	1.94	1.81	1.73	1.91	1.86	2.06	1.74	1.77	1.95	1.82	3.79	4.34	3.81	4.58	Brentford	2	1.85	1.73	1.98	1.88	2	1.8	1.75	2	1.85	3.9	4.33	3.9	4.5	1.73	1.8	3.75	4.33	3.75	4.6	2.08	1.9	1.79	2.02	1.95	2.2	1.81	1.84	2.09	1.9	4	4.7	4	5	1.7	1.76	3.8	4.5	3.9	4.9	1.73	1.75	3.8	4.5	3.8	4.75	1.75	1.77	3.8	4.2	3.8	4.33							28/02/2026	4	3	A	4	9	12	3	3	1	A	2	Burnley							2	1.89	1.76	1.98	1.91	2.12	1.8	1.8	2	1.85	3.95	4.5	4	4.9															S Barrott	15:00	E0
4	14	-0.25	-0.5	11	7	2	2.02	1.74	3.45	1.78	1.96	2.04	1.75	3.13	1.86	1.92	3.39	2.25	3.7	2.01	Brighton	2	1.8	3.5	1.83	2.03	2.1	1.73	3.1	1.83	2.03	3.4	2.3	3.7	2	3.4	3.1	3.5	2.25	3.75	2.05	2.16	1.82	3.65	1.89	2.1	2.18	1.82	3.35	1.95	2.04	3.5	2.38	3.85	2.1	3.5	3.2	3.3	2.28	3.75	2.05	3.5	3.2	3.6	2.15	3.7	2	3.6	3.1	3.4	2.25	3.5	2							21/02/2026	2	0	A	6	9	13	3	2	0	A	1	Brentford							2.1	1.8	3.6	1.83	2.03	2.1	1.8	3.2	1.9	2.03	3.6	2.3	3.8	2.05															J Gillett	15:00	E0
4	11	0.75	0.75	7	2	2	1.92	1.83	1.69	1.87	1.91	1.91	1.85	1.68	1.84	1.94	3.77	5.08	3.86	4.83	Arsenal	1.98	1.88	1.7	1.93	1.93	1.95	1.9	1.67	1.88	1.98	3.75	5	3.9	4.75	1.7	1.7	4	5	4	5	2.02	1.94	1.74	1.94	2.01	2.04	1.95	1.72	1.93	2.04	4.1	5.6	4.1	5.3	1.68	1.67	3.75	5.6	3.95	5.1	1.67	1.67	3.9	5	3.75	4.75	1.7	1.71	3.7	4.8	3.8	4.8	1.7				3.8	4.8	12/02/2026	1	1	D	6	12	12	3	0	0	D	3	Brentford	1.7				3.8	4.8	2.02	1.9	1.7	1.93	1.95	1.96	1.91	1.71	1.91	1.98	4	5.6	4	5.1															J Brooks	20:00	E0
3	18	-0.5	-0.25	11	5	2	2.14	1.67	3.51	2.02	1.75	2.22	1.64	3.77	1.86	1.86	3.7	1.92	3.53	2.05	Brentford	2.1	1.73	3.5	2.05	1.8	2.2	1.67	3.75	1.93	1.93	3.75	1.91	3.5	2.1	3.5	3.6	4	1.95	3.75	2.05	2.28	1.75	3.75	2.16	1.84	2.36	1.72	4	2.01	1.98	3.85	2	3.75	2.12	3.65	3.8	3.75	1.95	3.55	2.06	3.5	3.9	3.6	1.93	3.6	2.05	3.4	3.75	3.7	1.9	3.6	2.05							07/02/2026	3	2	A	9	14	16	4	2	1	A	2	Newcastle							2.2	1.73	3.75	2.06	1.83	2.38	1.68	3.9	1.93	1.93	4	1.95	3.75	2.1															A Madley	17:30	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	10	-0.5	-0.5	7	2	0	1.85	1.92	4.02	1.87	1.85	1.85	1.93	4.38	1.94	1.79	3.5	1.84	3.49	1.9	Nott'm Forest	1.88	1.98	4.1	1.95	1.9	1.85	2	4.33	2	1.85	3.6	1.85	3.5	1.91	4	4.33	3.6	1.9	3.5	1.95	1.92	2.04	4.5	2.03	1.95	1.94	2.02	4.8	2.07	1.92	3.65	1.91	3.65	1.95	4.35	4.6	3.6	1.82	3.55	1.88	3.9	4.4	3.13	1.83	3.5	1.87	4	4.1	3.6	1.85	3.5	1.9							25/01/2026	2	0	A	6	11	10	1	1	0	A	1	Brentford							1.91	1.98	4.35	1.95	1.9	1.91	2	4.75	2	1.85	3.6	1.9	3.6	1.95															S Barrott	14:00	E0
9	10	-0.5	-0.75	15	5	2	2.21	1.63	4.75	1.92	1.85	2.27	1.61	3.93	1.92	1.82	3.78	1.86	3.97	1.69	Brentford	2.3	1.62	4.75	1.93	1.93	2.3	1.62	4.1	1.98	1.88	3.75	1.85	4	1.73	5	4	3.75	1.9	4	1.7	2.42	1.69	5.1	2	1.97	2.48	1.66	4.4	2.08	1.92	3.9	1.92	4.1	1.77	5.1	4.2	3.8	1.85	4	1.67	4.6	3.8	3.9	1.87	4	1.7	4.5	3.8	3.8	1.87	4	1.7	4.5	3.8	3.8	1.85	4	1.7	17/01/2026	0	2	H	3	7	6	2	0	1	H	3	Chelsea	4.5	3.8	3.8	1.85	4	1.7	2.3	1.68	5.1	1.97	1.93	2.4	1.64	4.2	1.98	1.88	3.9	1.9	4.1	1.73															J Brooks	15:00	E0
4	13	-0.5	-0.5	11	3	1	1.79	1.98	4.36	1.94	1.79	1.59	2.31	4.07	1.78	1.96	3.22	2.01	3.56	1.83	Sunderland	1.8	2.05	4.33	2	1.85	1.57	2.38	3.75	1.8	2.05	3.3	2.05	3.5	1.85	4.5	4.33	3.3	2.05	3.6	1.83	1.86	2.12	4.7	2.08	1.91	1.69	2.42	4.6	1.96	2.02	3.4	2	3.75	1.91	4.4	4.6	3.35	1.89	3.55	1.87	4.33	3.9	3.2	2.05	3.6	1.83	4.33	4	3.2	2	3.6	1.82	4.33	4	3.2	2	3.6	1.83	07/01/2026	0	3	H	7	13	18	6	0	1	H	2	Brentford	4.33	3.8	3.2	2.05	3.6	1.8	1.85	2.05	4.5	2	1.85	1.66	2.4	4.6	1.83	2.05	3.4	2.05	3.6	1.88	1.83	2.08	2.06	1.85	1.59	2.45	1.85	2.09	4.56	4.3	3.17	2.08	3.63	1.85	M Donohue	19:30	E0
5	8	-0.25	-0.25	11	7	2	1.64	2.19	3.1	1.79	1.98	1.68	2.15	3.01	1.74	2.05	3.16	2.46	3.19	2.36	Brentford	1.67	2.2	3.1	1.83	2.03	1.67	2.2	3.1	1.78	2.1	3.2	2.45	3.25	2.35	3.25	3	3.25	2.5	3.2	2.4	1.74	2.32	3.25	1.86	2.13	1.77	2.28	3.25	1.85	2.16	3.3	2.54	3.3	2.5	3.2	3.1	3.1	2.5	3.25	2.38	3	3	3.25	2.4	3.2	2.3	3	3	3.1	2.45	3.25	2.35	3	3	3.1	2.45	3.25	2.37	04/01/2026	4	2	A	4	9	14	6	1	0	A	0	Everton	3	3	3.1	2.45	3.25	2.37	1.67	2.3	3.25	1.83	2.03	1.73	2.2	3.15	1.78	2.1	3.3	2.55	3.25	2.4	1.69	2.25	1.83	2.09	1.73	2.21	1.79	2.16	3.24	3.09	3.24	2.53	3.16	2.45	A Taylor	15:00	E0

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
4	11	0	-0.25	0	11	3	4	1.92	1.83	2.9	1.74	2.01	1.96	1.8	2.82	2.04	1.75	3.38	2.42	3.34	2.38	Everton	1.95	1.9	2.9	1.78	2.1	2.03	1.83	2.8	2.1	1.78	3.4	2.4	3.4	2.4	2.88				3.5	2.4															2.9	2.9	3.4	2.38	3.3	2.4	3				3.3	2.4	2.95	2.85	3.4	2.45	3.4	2.35	2.9				3.4	2.37	25/04/2026	1	2	H	3	9	10	3	0	0	D	3	West Ham	2.9	2.8	3.4	2.4	3.4	2.37	2.02	1.91	3	1.78	2.1	2.03	1.86	2.95	2.1	1.78	3.4	2.5	3.5	2.43															S Attwell	15:00	E0
6	12	0	-0.25	0	9	4	1	1.87	1.88	3.11	1.76	1.98	1.95	1.82	2.76	1.93	1.82	3.33	2.53	3.21	2.31	West Ham	1.93	1.93	3.1	1.8	2.05	2	1.85	2.7	1.95	1.9	3.25	2.63	3.2	2.38	3	2.63	3.4	2.63	3.4	2.38	2	1.97	3.15	1.86	2.15								3.4	2.5	3.25	2.8	3.25	2.55	3.25	2.23	3	2.7	3.3	2.63	3.2	2.3	3.1	2.7	3.4	2.55	3.3	2.3							20/04/2026	0	0	D	4	13	9	1	0	0	D	2	Crystal Palace							1.95	1.93	3.3	1.8	2.05	2	1.9	3.3	2.05	1.9	3.4	2.63	3.4	2.38															D England	20:00	E0
2	7	-0.5	-0.5	0	14	3	2	1.98	1.79	4.34	2	1.73	2.01	1.77	4.38	2.01	1.73	3.74	1.77	3.74	1.78	Wolves	2	1.8	4.33	2.05	1.75	2.03	1.83	4.5	2.05	1.75	3.8	1.75	3.8	1.8	4.33	4.33	3.75	1.8	3.75	1.8	2.12	1.86	4.7	2.14	1.86	2.14	1.87	4.8	2.16	1.85	3.9	1.86	3.95	1.86	4.4	4.35	3.7	1.77	3.75	1.76	4.5	4.4	3.9	1.75	3.8	1.75	4.2	4.4	3.8	1.77	3.75	1.8							10/04/2026	0	4	H	5	11	18	7	0	1	H	2	West Ham							2.06	1.83	4.5	2.05	1.78	2.1	1.86	4.75	2.08	1.77	3.9	1.8	3.8	1.8															J Gillett	20:00	E0
6	7	-0.75	-0.5	0	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
15	5	0.75	0.75	0	24	6	2	2.45	1.52	1.69	1.83	1.94	2.32	1.58	1.63	1.79	1.99	4.16	4.81	4.15	4.43	Man City	2.5	1.53	1.7	1.9	1.95	2.38	1.57	1.65	1.8	2.05	4.33	4.75	4.33	4.33	1.67	1.62	4.2	5	4.2	4.6	2.58	1.59	1.76	1.98	2	2.46	1.67	1.67	1.85	2.15	4.4	5.5	4.3	4.9	1.65	1.58	4.3	5	4.25	4.5	1.7	1.62	4.2	5	4.1	4.5	1.72	1.68	4.1	4.6	4.2	4.2	1.73	1.67	4.2	4.6	4.2	4.2	14/03/2026	1	1	D	1	14	1	1	1	1	D	2	West Ham	1.7	1.67	4	4.6	4.2	4.2	2.55	1.55	1.73	1.9	1.98	2.48	1.63	1.68	1.83	2.05	4.33	5.1	4.33	4.6															M Oliver	20:00	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
5	11	-1.25	-1.25	0	11	4	2	2.73	1.42	6.68	1.94	1.82	2.75	1.43	6.69	1.95	1.82	4.98	1.41	5.02	1.41	West Ham	2.75	1.44	6.5	1.98	1.88	2.75	1.44	7	2.03	1.83	5	1.4	4.75	1.42	7	6.5	5	1.44	5	1.4	2.92	1.5	7.4	1.98	1.95	2.96	1.5	7.4	2.05	1.93	5.6	1.44	5.4	1.46	7	7	5.1	1.4	5.2	1.4	7	7	5	1.4	5	1.4	6	6.25	5.25	1.42	5.5	1.42							28/02/2026	2	5	H	10	12	18	7	0	3	H	2	Liverpool							2.8	1.48	7	2	1.88	2.9	1.45	7	2.03	1.9	5.25	1.44	5.5	1.44															T Robinson	15:00	E0
5	11	0	0	0	10	5	1	2.38	1.54	2.71	1.98	1.77	2.38	1.55	2.46	1.83	1.93	3.62	2.66	3.65	2.41	Bournemouth	2.38	1.57	2.63	2	1.85	2.38	1.57	2.45	1.8	2.05	3.6	2.75	3.7	2.5	2.75	2.5	3.75	2.63	3.75	2.38	2.58	1.6	2.84	2.04	1.94	2.54	1.64	2.54	1.89	2.11	3.85	2.86	3.8	2.56	2.75	2.48	3.7	2.65	3.65	2.45	2.75	2.6	3.6	2.55	3.6	2.4	2.7	2.45	3.6	2.7	3.7	2.4	2.7	2.45	3.6	2.7	3.7	2.4	21/02/2026	0	0	D	9	10	20	3	0	0	D	1	West Ham	2.7	2.45	3.6	2.7	3.7	2.37	2.43	1.58	2.8	2	1.85	2.55	1.6	2.6	1.85	2.05	3.75	2.75	3.75	2.5															S Barrott	17:30	E0
3	4	0.75	0.75	0	9	3	1	2.6	1.47	1.7	1.82	1.92	2.59	1.48	1.69	1.82	1.92	4.15	4.47	4.23	4.36	Man United	2.63	1.5	1.7	1.88	1.98	2.63	1.5	1.7	1.85	2	4.33	4.33	4.2	4.5	1.73	1.73	4.2	4.5	4.2	4.5	2.86	1.53	1.74	1.92	2.05	2.76	1.56	1.74	1.93	2.06	4.5	4.7	4.5	4.8	1.68	1.7	4.2	4.6	4.4	4.5	1.7	1.67	4.1	4.8	4.2	4.4	1.72	1.7	4.2	4.33	4.2	4.2							10/02/2026	1	1	D	5	10	7	3	0	0	D	1	West Ham							2.75	1.5	1.73	1.88	1.98	2.7	1.5	1.73	1.9	2	4.33	4.8	4.4	4.5															S Hooper	20:15	E0
2	10	0.25	0.25	0	6	4	1	1.89	1.86	2.14	1.83	1.93	2.12	1.7	2.19	1.87	1.9	3.58	3.11	3.5	3.28	West Ham	1.95	1.9	2.15	1.9	1.95	2.1	1.73	2.15	1.88	1.98	3.7	3.2	3.5	3.3	2.15	2.25	3.6	3	3.6	3.3	2.02	1.95	2.24	1.94	2.05	2.28	1.76	2.28	1.99	1.99	3.7	3.35	3.6	3.5	2.16	2.2	3.6	3.25	3.6	3.35	2.15	2.15	3.7	3.13	3.5	3.3	2.15	2.2	3.6	3.1	3.4	3.25							07/02/2026	2	0	A	5	11	18	5	2	0	A	3	Burnley							1.95	1.93	2.2	1.9	1.96	2.2	1.77	2.25	1.93	1.98	3.7	3.25	3.6	3.4															D England	15:00	E0
3	13	-1	-1.25	1	11	6	2	2.43	1.53	6.05	1.76	2.02	2.49	1.51	5.11	1.84	1.93	4.34	1.59	4.53	1.49	West Ham	2.5	1.53	6	1.8	2.05	2.5	1.53	5	1.83	2.03	4.33	1.62	4.5	1.5	6.5	5.5	4.33	1.6	4.6	1.5	2.66	1.58	6.6	1.84	2.13	2.68	1.58	5.5	1.86	2.14	4.6	1.65	4.7	1.56	6.25	5.5	4.5	1.57	4.6	1.5	6	5	4.33	1.6	4.5	1.5	5.5	4.8	4.5	1.6	4.75	1.51							31/01/2026	2	3	H	9	11	14	6	2	0	A	3	Chelsea							2.5	1.55	6.5	1.86	2.05	2.63	1.55	5.5	1.9	2.03	4.5	1.62	4.75	1.51															A Taylor	17:30	E0
3	16	-0.25	0	0	7	2	4	1.71	2.08	2.85	1.99	1.76	1.76	2.02	3.28	1.89	1.88	3.32	2.21	3.24	2.51	Sunderland	1.73	2.1	2.88	2.05	1.8	1.8	2.05	3.25	1.93	1.93	3.3	2.2	3.2	2.5	2.88	3.4	3.3	2.25	3.2	2.6	1.78	2.26	3.05	2.14	1.86	1.86	2.14	3.5	1.99	2	3.45	2.34	3.35	2.64	2.85	3.3	3.4	2.23	3.25	2.6	2.88	3.2	3.4	2.2	3.25	2.5	2.85	3.2	3.3	2.25	3.4	2.45	2.87				3.4	2.45	24/01/2026	1	3	H	3	9	13	5	0	3	H	2	West Ham	2.7				3.2	2.3	1.75	2.14	2.9	2.05	1.83	1.83	2.1	3.4	1.93	1.93	3.4	2.25	3.4	2.6															T Bramall	12:30	E0
5	17	-0.5	-0.75	0	17	4	3	2.08	1.71	4.63	1.89	1.88	2.09	1.71	4.13	1.95	1.8	3.72	1.84	3.91	1.71	West Ham	2.1	1.73	4.5	1.93	1.93	2.1	1.73	3.9	2	1.85	3.75	1.85	4	1.73	4.6	4.33	3.75	1.83	4	1.73	2.2	1.8	5	1.98	1.99	2.28	1.77	4.6	2.11	1.89	3.8	1.9	4.1	1.78	4.8	4.4	3.75	1.82	4	1.71	4.75	4.1	3.8	1.83	3.9	1.7	4.6	4	3.75	1.85	3.9	1.71	4.6	4	3.75	1.85	3.9	1.7	17/01/2026	2	1	A	11	12	21	6	1	0	A	5	Tottenham	4.5	4	3.75	1.83	3.9	1.7	2.12	1.74	4.9	1.93	1.93	2.15	1.76	4.4	2	1.95	3.8	1.95	4	1.75															J Gillett	15:00	E0
5	9	0.25	0.25	0	13	5	0	1.86	1.91	2.3	1.88	1.84	1.93	1.83	2.39	1.97	1.76	3.39	2.92	3.33	3.1	Nott'm Forest	1.88	1.98	2.2	1.98	1.88	2	1.8	2.35	2.05	1.8	3.5	2.9	3.25	2.88	2.38	2.38	3.4	3	3.4	3.1	1.94	2.04	2.4	2.05	1.92	2.1	1.9	2.48	2.13	1.86	3.6	3.1	3.5	3.3	2.28	2.45	3.4	2.95	3.35	3.2	2.3	2.38	3.5	2.88	3.4	3.1	2.3	2.35	3.4	2.9	3.4	3	2.3	2.37	3.4	2.9	3.4	3	06/01/2026	2	1	A	6	15	14	3	0	1	H	3	West Ham	2.3	2.37	3.4	2.87	3.3	3	1.91	1.98	2.38	1.98	1.88	2	1.91	2.45	2.06	1.8	3.5	3	3.4	3.25	1.89	2.01	2.01	1.92	2.02	1.88	2.09	1.85	2.34	2.41	3.5	3.05	3.37	3.29	T Harrington	20:00	E0
7	10	0	0	0	6	0	0	1.85	1.91	2.82	1.99	1.77	1.91	1.86	2.66	1.88	1.89	3.36	2.63	3.37	2.48	West Ham	1.88	1.98	2.88	2.05	1.8	1.95	1.9	2.63	1.93	1.93	3.4	2.6	3.3	2.5	2.88	2.75	3.4	2.63	3.4	2.5	1.93	2.04	2.98	2.12	1.87	2.06	1.93	2.76	2.02	1.97	3.55	2.76	3.45	2.62	2.95	2.75	3.3	2.65	3.4	2.45	2.8	2.6	3.5	2.63	3.4	2.5	2.75	2.65	3.4	2.6	3.4	2.5	2.75	2.62	3.4	2.6	3.4	2.5	03/01/2026	0	3	H	6	11	11	8	0	3	H	1	Wolves	2.75	2.62	3.4	2.6	3.4	2.45	1.91	1.98	2.95	2.05	1.83	2.1	1.96	2.75	1.93	1.93	3.5	2.7	3.5	2.52	1.9	1.99	2.09	1.83	2.01	1.89	1.96	1.96	2.88	2.72	3.4	2.73	3.44	2.53	P Bankes	15:00	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: Brentford x West Ham

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 Visitante • Data: 02/05 06:07

Random Forest

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	57(acerto)	7(erro)	7(erro)
Empate (D)	14(erro)	35(acerto)	6(erro)
Casa (H)	5(erro)	6(erro)	79(acerto)

📊 Análise do Random Forest

🎯 Previsão do Modelo:

🤝 Empate (D)

💡 Confiança moderada - razoável histórico, mas com margem de erro (64%)

Acurácia Geral:79.2%

Performance por Classe:

👑 Casa✓ 88%

🤝 Empate◐ 64%

🎯 Visitante✓ 80%

💪 Força: Excelente em prever Casa (88%)

🎯 Atenção: Melhoria necessária em Empate (64%)

🎯 Previsão Principal: 🤝 Empate

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (14x)

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

3️⃣ Terciária: 🎯 Visitante → 🤝 Empate (7x)

Neural Network

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	63(acerto)	5(erro)	3(erro)
Empate (D)	10(erro)	40(acerto)	5(erro)
Casa (H)	10(erro)	8(erro)	72(acerto)

📊 Análise do Neural Network

🎯 Previsão do Modelo:

🤝 Empate (D)

💡 Confiança moderada - razoável histórico, mas com margem de erro (73%)

Acurácia Geral:81%

Performance por Classe:

👑 Casa✓ 80%

🤝 Empate◐ 73%

🎯 Visitante✓ 89%

💪 Força: Excelente em prever Visitante (89%)

🎯 Previsão Principal: 🤝 Empate

Com possíveis variações de confusão:

1️⃣ Principal: 👑 Casa → 🎯 Visitante (10x)

2️⃣ Secundária: 🤝 Empate → 🎯 Visitante (10x)

3️⃣ Terciária: 👑 Casa → 🤝 Empate (8x)

Gradient Boosting

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	57(acerto)	6(erro)	8(erro)
Empate (D)	12(erro)	35(acerto)	8(erro)
Casa (H)	7(erro)	5(erro)	78(acerto)

📊 Análise do Gradient Boosting

🎯 Previsão do Modelo:

🤝 Empate (D)

💡 Confiança moderada - razoável histórico, mas com margem de erro (64%)

Acurácia Geral:78.7%

Performance por Classe:

👑 Casa✓ 87%

🤝 Empate◐ 64%

🎯 Visitante✓ 80%

💪 Força: Excelente em prever Casa (87%)

🎯 Atenção: Melhoria necessária em Empate (64%)

🎯 Previsão Principal: 🤝 Empate

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (12x)

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

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

XGBoost

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	61(acerto)	5(erro)	5(erro)
Empate (D)	10(erro)	40(acerto)	5(erro)
Casa (H)	7(erro)	5(erro)	78(acerto)

📊 Análise do XGBoost

🎯 Previsão do Modelo:

🎯 Vitória do Visitante (A)

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

Acurácia Geral:82.9%

Performance por Classe:

👑 Casa✓ 87%

🤝 Empate◐ 73%

🎯 Visitante✓ 86%

💪 Força: Excelente em prever Casa (87%)

🎯 Previsão Principal: 🎯 Visitante

Com possíveis variações de confusão:

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

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

3️⃣ Terciária: 👑 Casa → 🤝 Empate (5x)

LightGBM

Real ↓ Prev →	Visitante (A)	Empate (D)	Casa (H)
Visitante (A)	59(acerto)	8(erro)	4(erro)
Empate (D)	12(erro)	39(acerto)	4(erro)
Casa (H)	7(erro)	5(erro)	78(acerto)

📊 Análise do LightGBM

🎯 Previsão do Modelo:

🤝 Empate (D)

💡 Confiança moderada - razoável histórico, mas com margem de erro (71%)

Acurácia Geral:81.5%

Performance por Classe:

👑 Casa✓ 87%

🤝 Empate◐ 71%

🎯 Visitante✓ 83%

💪 Força: Excelente em prever Casa (87%)

🎯 Previsão Principal: 🤝 Empate

Com possíveis variações de confusão:

1️⃣ Principal: 🤝 Empate → 🎯 Visitante (12x)

2️⃣ Secundária: 🎯 Visitante → 🤝 Empate (8x)

3️⃣ Terciária: 👑 Casa → 🎯 Visitante (7x)

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

Brentford

VS

West Ham

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)

Brentford

West Ham

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