Predicting the Pros
Predictions/Adrian Peterson
Adrian Peterson

Player breakdown

Adrian Peterson

Oklahoma · 2007 Draft Class

6-1217 lbs1st round, 7th overallAge at Draft: 22Age: ~41
EliteAll-American x1All-Conference x11000+ Scrimmage
Major awards: 2Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

82%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2002CHI91910113180119
2003CHI62270015075
2004CHI146190230049
2005CHI167639127480439
2006CHI16104126880129
2007CHI161515103192681778
2008CHI152010006450145
2009CHI147510211062
2010MIN152831,298123634111,639
2011MIN12208970121813911,109
2012MIN163482,097124021712,314
2013MIN142791,266102917111,437
2014MIN121750218093
2015MIN163271,485113022201,707
2016MIN33772038080
2017ARI612944829660514
2018WAS162511,04272020811,250
2019WAS1521189851714201,040
2020DET161566047121010705
2021SEA11116100016
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2004OklahomaSEC93141,84315361,849
2005OklahomaSEC81971,024148421,066
2006OklahomaSEC01689351081271,062

Model readout

Probability, context, and base score

XGBoost Prob

79%

ML model output

Context Prob

79%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

1 All-Conference selection — proven conference-level excellence+0.494
Conference-adjusted speed score: 115.8 — speed measured against quality competition+0.462
4.40s forty — average speed+0.395

Top Negative Factors

4.40s short shuttle — average lateral quickness-0.665
3 freshman catches — suppressed depth chart-0.364
8.52 ypg per lb — exceptional size-adjusted production-0.360

SHAP Feature Impact (Top 20)