Patricio Freire
"Pitbull"
37-8-0
VS
Dooho Choi
"The Korean Superboy"
16-4-1
What Every Model Says
XGBoost
currently viewing
31.8%
68.2%
Dooho Choi
LightGBM
35.9%
64.1%
Dooho Choi
Logistic (Core)
24.4%
75.6%
Dooho Choi
CatBoost
35.8%
64.2%
Dooho Choi
Ensemble
29.0%
71.0%
Dooho Choi
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
56%
Decision
29%
KO / TKO
15%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 44%
estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Patricio Freire
Dooho Choi
15%
9%
9%
8%
7%
5%
4%
4%
3%
3%
3%
2%
2%
2%
← pushes toward Patricio Freire
pushes toward Dooho Choi →
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.
Patricio Freire
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
15.0m
Last 5 fights (most recent first)
L
DEC
W
DEC
L
DEC
Height:
168 cm
Weight:
145 lbs
Reach:
170 cm
Stance:
Orthodox
Dooho Choi
Win Streak
3
Finish Rate
60%
Avg Duration
11.2m
Last 5 fights (most recent first)
W
KO
W
KO
W
KO
D
DEC
L
KO
Height:
178 cm
Weight:
145 lbs
Reach:
178 cm
Stance:
Orthodox
Head-to-Head Stats
Patricio Freire
ADVANTAGE
Dooho Choi
Striking Accuracy
Strikes Landed/Min
Strikes Absorbed/Min
Striking Defense
Takedown Accuracy
Takedown Defense
Knockdowns/Fight
Avg Control Time (sec)
Strikes Per Round
Head Strike %
Body Strike %
Leg Strike %
Last 5 Win Rate
Last 5 Finish Rate