Predicting the Pros
Predictions/Demetrius Williams
Demetrius Williams

Player breakdown

Demetrius Williams

Oregon · 2006 Draft Class

6-2197 lbs4th round, 111th overallAge at Draft: 23Age: ~43
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

26%

YearTeamGGSTgtRecYdsY/RTDY/G
2006BAL160452239618224.8
2007BAL94472029014.5032.2
2008BAL70231318013.8125.7
2009BAL12017814217.8111.8
2010CLE20200000
Career464134631,00816.0421.9
SeasonTeamConfGRecYdsTDYPRYPG
2002OregonPac-1011573014.66.6
2003OregonPac-101351935818.371.9
2004OregonPac-10947593212.665.9
2005OregonPac-1012591,0591017.988.3
Career451622,6602016.459.1

Model readout

Probability, context, and base score

XGBoost Prob

2%

ML model output

Context Prob

69%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

6.6 ypg as a freshman — limited first-year impact+0.235
BMI 25.3 — ideal frame for NFL WR (197 lbs)+0.224
Scout dominator depth synergy+0.216

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.557
+4.7 ypg vs. draft class average — below class average-0.566
Physical production synergy-0.531

SHAP Feature Impact (Top 20)