Predicting the Pros
Predictions/Kenny Irons
Kenny Irons

Player breakdown

Kenny Irons

Auburn · 2007 Draft Class

5-11203 lbs2nd round, 49th overallAge: ~41
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

32%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2003South CarolinaSEC4195012858
2005AuburnSEC02341,20513131431,348
2006AuburnSEC31748214976897

Model readout

Probability, context, and base score

XGBoost Prob

32%

ML model output

Context Prob

32%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

4.45s forty — average speed+0.395
Catch radius: 90.0 — strong physical reach envelope+0.236
17 career TDs — solid scoring production+0.188

Top Negative Factors

4.17s short shuttle — average lateral quickness-0.665
Rb rush td rate-0.411
Rb rush yards per attempt-0.337

SHAP Feature Impact (Top 20)