Yousri Belgaroui
9-3-0
VS
Djorden Santos
"Shakur"
11-2-0
What Every Model Says
XGBoost
68.4%
31.6%
Yousri Belgaroui
LightGBM
currently viewing
69.7%
30.3%
Yousri Belgaroui
Logistic (Core)
67.3%
32.7%
Yousri Belgaroui
CatBoost
66.2%
33.8%
Yousri Belgaroui
Ensemble
74.4%
25.6%
Yousri Belgaroui
With Odds · CatBoost
83.0%
17.0%
Yousri Belgaroui
With Odds · Ensemble
83.8%
16.2%
Yousri Belgaroui
With Odds · LightGBM
82.5%
17.5%
Yousri Belgaroui
With Odds · Logistic (Core)
67.0%
33.0%
Yousri Belgaroui
With Odds · XGBoost
83.7%
16.3%
Yousri Belgaroui
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
48%
Decision
39%
KO / TKO
13%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 52%
estimated chance this fight is finished rather than going to a decision.
Why LightGBM leans this way
Yousri Belgaroui
Djorden Santos
15%
14%
11%
8%
6%
4%
4%
4%
3%
3%
3%
3%
3%
2%
← pushes toward Yousri Belgaroui
pushes toward Djorden Santos →
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.
Yousri Belgaroui
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
W
KO
W
KO
W
KO
Height:
198 cm
Weight:
185 lbs
Reach:
201 cm
Stance:
Orthodox
Djorden Santos
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
L
KO
L
SUB
W
DEC
L
DEC
Height:
183 cm
Weight:
185 lbs
Reach:
190 cm
Stance:
Orthodox