Predicting the Pros
Predictions/Adrian Arrington
Adrian Arrington

Player breakdown

Adrian Arrington

Michigan · 2008 Draft Class

6-3203 lbs7th round, 237th overallAge at Draft: 22Age: ~40
HighDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

72%

YearTeamGGSTgtRecYdsY/RTDY/G
2010NOR10977911.3079
2011NOR40323115.507.8
Career5012911012.2022.0
SeasonTeamConfGRecYdsTDYPRYPG
2004MichiganBig Ten8212061.5
2006MichiganBig Ten1340544813.641.8
2007MichiganBig Ten1367882813.267.8
Career341091,4381613.242.3

Model readout

Probability, context, and base score

XGBoost Prob

33%

ML model output

Context Prob

89%

Rule-based model

Suppression Signals

7

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 15% NFL 1000-yard conversion rate+1.244
1.5 ypg as a freshman — limited first-year impact+0.254
Recruit rating × conference strength: 0.94 — elite recruit at elite school+0.222

Top Negative Factors

-13.7 ypg vs. draft class average — below class average-0.734
Physical production synergy-0.567
Improvement accelerating (+72.5) — getting better faster each year-0.451

SHAP Feature Impact (Top 20)