Predicting the Pros
Predictions/Donte' Stallworth
Donte' Stallworth

Player breakdown

Donte' Stallworth

Tennessee · 2002 Draft Class

6-0197 lbs1st round, 13th overallAge at Draft: 21Age: ~45
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

45%

YearTeamGGSTgtRecYdsY/RTDY/G
2002NOR137694259414.1845.7
2003NOR113552548519.4344.1
2004NOR16101065876713.2547.9
2005NOR16131297094513.5759.1
2006PHI1211703872519.1560.4
2007NWE169754669715.2343.6
2008CLE117451717010115.5
2010BAL80528241010.3
2011WAS110382230914228.1
2012NWE10216363163
Career115605943214,83715.13542.1
SeasonTeamConfGRecYdsTDYPRYPG
2000TennesseeSEC1135519214.847.2
2001TennesseeSEC941821102091.2
Career20761,3401217.667.0

Model readout

Probability, context, and base score

XGBoost Prob

12%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

7

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

BMI 26.7 — ideal frame for NFL WR (197 lbs)+0.251
Physical production synergy+0.216
Class YPR rank: top 21% — strong per-target efficiency+0.210

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.647
+12.6 ypg vs. draft class average — above average-0.206
Recruit dominator synergy-0.171

SHAP Feature Impact (Top 20)