Predicting the Pros
Predictions/Paul Williams
Paul Williams

Player breakdown

Paul Williams

Fresno St. · 2007 Draft Class

6-1205 lbs3rd round, 80th overallAge at Draft: 23Age: ~42
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

13%

YearTeamGGSTgtRecYdsY/RTDY/G
2008TEN50317701.4
SeasonTeamConfGRecYdsTDYPRYPG
2003Fresno StateWAC732006.72.9
2004Fresno StateWAC115700146.4
2005Fresno StateWAC134372971756.1
2006Fresno StateWAC721229110.932.7
Career38721,048814.627.6

Model readout

Probability, context, and base score

XGBoost Prob

9%

ML model output

Context Prob

38%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 12% NFL 1000-yard conversion rate+1.236
Recruit dominator synergy+0.390
2.9 ypg as a freshman — limited first-year impact+0.287

Top Negative Factors

-28.4 ypg vs. draft class average — below class average-0.766
Physical production synergy-0.505
0.21 TDs/game — limited scoring role in college-0.447

SHAP Feature Impact (Top 20)