Kennedy Nzechukwu
"Chosen"
14-6-0
VS
Shamil Gaziev
14-2-0
What Every Model Says
XGBoost
67.8%
32.2%
Kennedy Nzechukwu
LightGBM
currently viewing
69.2%
30.8%
Kennedy Nzechukwu
Logistic (Core)
77.3%
22.7%
Kennedy Nzechukwu
CatBoost
65.7%
34.3%
Kennedy Nzechukwu
Ensemble
71.3%
28.7%
Kennedy Nzechukwu
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
37%
Decision
50%
KO / TKO
13%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 63%
estimated chance this fight is finished rather than going to a decision.
Why LightGBM leans this way
Kennedy Nzechukwu
Shamil Gaziev
17%
8%
7%
7%
6%
5%
4%
4%
4%
4%
3%
3%
3%
2%
← pushes toward Kennedy Nzechukwu
pushes toward Shamil Gaziev →
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.
Kennedy Nzechukwu
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
L
KO
D
DEC
L
SUB
W
KO
W
KO
Height:
196 cm
Weight:
236 lbs
Reach:
211 cm
Stance:
Southpaw
Shamil Gaziev
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
W
KO
L
KO
L
KO
W
KO
W
DEC
Height:
193 cm
Weight:
265 lbs
Reach:
198 cm
Stance:
Orthodox