Predicting the Pros
Predictions/Cadillac Williams
Cadillac Williams

Player breakdown

Cadillac Williams

Auburn · 2005 Draft Class

5-11217 lbs1st round, 5th overallAge at Draft: 23Age: ~44
EliteAll-Conference x11000+ Scrimmage
Major awards: 1Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

80%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2005TAM142901,1786208101,259
2006TAM142257981301960994
2007TAM45420833170225
2008TAM66323347430276
2009TAM1621182342821731,040
2010TAM161254372463551792
2011STL1187361114930454
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2003AuburnSEC132351,366176371,403
2004AuburnSEC02201,10412191581,262

Model readout

Probability, context, and base score

XGBoost Prob

77%

ML model output

Context Prob

77%

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: 112.7 — speed measured against quality competition+0.462
4.43s forty — average speed+0.395

Top Negative Factors

4.15s short shuttle — average lateral quickness-0.665
Rb scrimmage yards per touch-0.305
25 career receptions — limited volume-0.278

SHAP Feature Impact (Top 20)