Predicting the Pros
Predictions/Troy Williamson
Troy Williamson

Player breakdown

Troy Williamson

South Carolina · 2005 Draft Class

6-1203 lbs1st round, 7th overallAge at Draft: 22Age: ~43
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

39%

YearTeamGGSTgtRecYdsY/RTDY/G
2005MIN143522437215.5226.6
2006MIN1411763745512.3032.5
2007MIN118391824013.3121.8
2008JAX8113530613.8
2009JAX21433411.3017
Career4924184871,13113.0423.1
SeasonTeamConfGRecYdsTDYPRYPG
2002South CarolinaSEC1117491428.944.6
2003South CarolinaSEC1231428213.835.7
2004South CarolinaSEC1143835719.475.9
Career34911,7541319.351.6

Model readout

Probability, context, and base score

XGBoost Prob

31%

ML model output

Context Prob

52%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 20% NFL 1000-yard conversion rate+1.088
Physical production synergy+0.471
BMI 26.8 — ideal frame for NFL WR (203 lbs)+0.249

Top Negative Factors

-4.4 ypg vs. draft class average — below class average-0.756
Scout dominator depth synergy-0.409
Efficiency consistency: 1.50 — highly consistent across seasons-0.342

SHAP Feature Impact (Top 20)