Predicting the Pros
Predictions/Eddie Williams
Eddie Williams

Player breakdown

Eddie Williams

Idaho · 2009 Draft Class

6-2196 lbs7th round, 221st overallAge at Draft: 22Age: ~39
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

21%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2011SEA3220117019
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2005IdahoBig Sky1000103939
2006IdahoBig Sky10007116116
2007IdahoBig Sky4981329363444
2008IdahoBig Sky510114054687801

Model readout

Probability, context, and base score

XGBoost Prob

21%

ML model output

Context Prob

21%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

42.4 alt. conference-adjusted ypg — cross-conference production comparison+0.429
0.00 ypg per lb — average size-adjusted production+0.360
Rb rush yards per attempt+0.227

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Physical upside: 0.00 — average athletic ceiling-0.300
BMI 0.0 — outside ideal range for NFL WR-0.284

SHAP Feature Impact (Top 20)