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Prelims1 Women's Flyweight

Ji Yeon Kim vs Mandy Bohm

UFC Fight Night: Rozenstruik vs. Almeida ·Spectrum Center
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Statlab take

baseline
Toss-up Confidence: High
Ji Yeon Kim
Mandy Bohm
51% 49%
Why
72"
Reach
Δ 1"
71"
34
Age
Δ 0y
34
9-8-2
Career record
Δ 25 pp
8-3
L4
Current streak
L2
9
UFC fights in our DB
2

Logistic-regression model trained on ~5,000 UFC/DWCS fights since 2016 (71.9% test accuracy). The "Why" panel shows interpretable inputs; the headline probability comes from the model.

Statlab projections

Method classifier: 0.55 accuracy on 2083 fights
Actual result
Decision - Split · Round 3
Kim: 10 sig / 0 TD · Bohm: 17 sig / 2 TD
Ji Yeon Kim
Mandy Bohm
60
Sig strikes landed
70
150
Sig strikes attempted
148
81
Total strikes landed
87
0.9
Takedowns landed
1.0
1.8
Takedowns attempted
2.0
0.00
Knockdowns
0.10
180s
Control time
115s
Method
Decision
68%
KO/TKO
18%
Submission
14%

Stat regressor (GBT MultiOutput) trained on 8348 fighter-fight rows. Per-stat MAE vs naive-mean baseline: SigStrikesLanded: 25.4 (naive 28.2); SigStrikesAttempted: 52.3 (naive 59.4); TakedownsLanded: 1.1 (naive 1.3); TakedownsAttempted: 2.5 (naive 3.0); Knockdowns: 0.3 (naive 0.3); ControlTimeSeconds: 113.9 (naive 131.8); TotalStrikesLanded: 33.8 (naive 37.1).

Red corner
L4

Ji Yeon Kim

"Firefist"
9-8-2
Career record
Height
67"
Reach
72"
Stance
Orthodox
Age
34
In our database 9 fights · 3-6
Last 5
L UFC 277: Pena vs. Nunes 2
—
L UFC Fight Night: Makhachev vs. …
—
L UFC Fight Night: Brunson vs. Ti…
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L UFC Fight Night: Smith vs. Rakic
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W UFC 243: Whittaker vs. Adesanya
—
Blue corner
L2

Mandy Bohm

"Monster"
8-3 (1 NC)
Career record
Height
67"
Reach
71"
Stance
Orthodox
Age
34
In our database 2 fights · 0-2
Last 2
L UFC Fight Night: Blaydes vs. As…
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L UFC Fight Night: Smith vs. Spann
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