Predicting the Pros
Predictions/Roy Williams
Roy Williams

Player breakdown

Roy Williams

Texas · 2004 Draft Class

6-2212 lbs1st round, 7th overallAge at Draft: 22Age: ~44
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

87%

YearTeamGGSTgtRecYdsY/RTDY/G
2004DET14121185481715.1858.4
2005DET1312944568715.3852.8
2006DET1616151821,31016781.9
2007DET12121056483813.1569.8
20082TM1511393643011.9228.7
2008DET54391723213.6146.4
2008DAL10701919810.4119.8
2009DAL1513863859615.7739.7
2010DAL159643753014.3535.3
2011CHI159633750713.7233.8
Career1301057594296,14514.34647.3
SeasonTeamConfGRecYdsTDYPRYPG
2000TexasBig 121140809820.273.5
2001TexasBig 121267836712.569.7
2002TexasBig 1212641,1421217.895.2
2003TexasBig 1213701,079915.483
2003UCFMAC12356018.74.7
Career602443,9223616.165.4

Model readout

Probability, context, and base score

XGBoost Prob

92%

ML model output

Context Prob

57%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 7% NFL 1000-yard conversion rate+0.453
Physical production synergy+0.446
BMI 27.2 — outside ideal range for NFL WR (212 lbs)+0.250

Top Negative Factors

Efficiency consistency: 1.26 — highly consistent across seasons-0.298
Recruit dominator synergy-0.240
20.2 YPR in first season — elite freshman efficiency-0.162

SHAP Feature Impact (Top 20)