Court McGee
"The Crusher"
23-14-0
VS
Eric Nolan
"Nightime"
8-4-0
Thin UFC data
What Every Model Says
XGBoost
43.7%
56.3%
Eric Nolan
LightGBM
45.6%
54.4%
Eric Nolan
Logistic (Core)
currently viewing
41.2%
58.8%
Eric Nolan
CatBoost
48.2%
51.8%
Eric Nolan
Ensemble
43.9%
56.1%
Eric Nolan
No Age · CatBoost
57.5%
42.5%
Court McGee
No Age · Ensemble
54.8%
45.2%
Court McGee
No Age · LightGBM
59.2%
40.8%
Court McGee
No Age · Logistic (Core)
53.4%
46.6%
Court McGee
No Age · XGBoost
54.0%
46.0%
Court McGee
Recency-Heavy · CatBoost
47.8%
52.2%
Eric Nolan
Recency-Heavy · Ensemble
42.9%
57.1%
Eric Nolan
Recency-Heavy · LightGBM
41.7%
58.3%
Eric Nolan
Recency-Heavy · Logistic (Core)
40.3%
59.7%
Eric Nolan
Recency-Heavy · XGBoost
37.5%
62.5%
Eric Nolan
With Odds · CatBoost
48.8%
51.2%
Eric Nolan
With Odds · Ensemble
45.0%
55.0%
Eric Nolan
With Odds · LightGBM
45.2%
54.8%
Eric Nolan
With Odds · Logistic (Core)
41.2%
58.8%
Eric Nolan
With Odds · XGBoost
45.5%
54.5%
Eric Nolan
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
50%
Decision
30%
KO / TKO
20%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 50%
estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Court McGee
Eric Nolan
17%
12%
11%
5%
5%
4%
4%
4%
3%
3%
3%
3%
3%
2%
← pushes toward Court McGee
pushes toward Eric Nolan →
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.
Court McGee
Win Streak
N/A
Finish Rate
20%
Avg Duration
7.8m
Last 5 fights (most recent first)
L
DEC
W
SUB
L
DEC
L
KO
L
KO
Height:
180 cm
Weight:
170 lbs
Reach:
190 cm
Stance:
Orthodox
Eric Nolan
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
11.0m
Last 5 fights (most recent first)
L
DEC
L
SUB
Height:
188 cm
Weight:
185 lbs
Reach:
188 cm
Stance:
Orthodox
Head-to-Head Stats
Court McGee
ADVANTAGE
Eric Nolan
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