Cody Gibson
"The Renegade"
22-12-0
VS
Abdul Hussein
"Abba"
15-2-0
What Every Model Says
XGBoost
31.4%
68.6%
Abdul Hussein
LightGBM
37.6%
62.4%
Abdul Hussein
Logistic (Core)
31.4%
68.6%
Abdul Hussein
CatBoost
currently viewing
33.5%
66.5%
Abdul Hussein
Ensemble
33.0%
67.0%
Abdul Hussein
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
44%
Decision
28%
KO / TKO
29%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 56%
estimated chance this fight is finished rather than going to a decision.
Why CatBoost leans this way
Cody Gibson
Abdul Hussein
20%
15%
11%
9%
5%
5%
5%
3%
3%
2%
2%
2%
2%
2%
← pushes toward Cody Gibson
pushes toward Abdul Hussein →
Bars show each factor's SHAP contribution to this specific prediction — how much it pushed
the win probability toward one fighter, given everything else the model knows. Percentages
are each factor's share of the total push across the top 30 factors.
Cody Gibson
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
L
SUB
L
KO
L
SUB
W
DEC
W
SUB
Height:
178 cm
Weight:
135 lbs
Reach:
180 cm
Stance:
Orthodox
Abdul Hussein
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
W
SUB
Height:
N/A cm
Weight:
135 lbs
Reach:
N/A cm
Stance:
N/A