Predicting the Pros
Predictions/Reggie Williams
Reggie Williams

Player breakdown

Reggie Williams

Washington · 2004 Draft Class

6-4229 lbs1st round, 9th overallAge at Draft: 21Age: ~43
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

44%

YearTeamGGSTgtRecYdsY/RTDY/G
2004JAX161554272689.9116.8
2005JAX167633544512.7027.8
2006JAX1614915261611.8438.5
2007JAX156603862916.61041.9
2008JAX161163373649.8322.8
Career79533311892,32212.31829.4
SeasonTeamConfGRecYdsTDYPRYPG
2001WashingtonPac-101155973317.788.5
2002WashingtonPac-1013941,4541115.5111.8
2003WashingtonPac-1012891,109812.592.4
Career362383,5362214.998.2

Model readout

Probability, context, and base score

XGBoost Prob

42%

ML model output

Context Prob

55%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Physical production synergy+0.436
35.0% TD share at small school — strong red-zone role+0.319
BMI 27.9 — outside ideal range for NFL WR (229 lbs)+0.243

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-1.231
Efficiency consistency: 1.19 — highly consistent across seasons-0.239
0.09 TDs/catch — high-value usage pattern-0.219

SHAP Feature Impact (Top 20)