Predicting the Pros
Predictions/Darrius Heyward-Bey
Darrius Heyward-Bey

Player breakdown

Darrius Heyward-Bey

Maryland · 2009 Draft Class

6-2210 lbs1st round, 7th overallAge at Draft: 22Age: ~39
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

36%

YearTeamGGSTgtRecYdsY/RTDY/G
2009OAK111140912413.8111.3
2010OAK1514652636614.1124.4
2011OAK15141156497515.2465
2012OAK1514804160614.8540.4
2013IND1611642930910.7119.3
2014PIT16153331102.1
2015PIT164392131415219.6
2016PIT10019611419211.4
2017PIT160324723.502.9
2018PIT142219900.6
Career144714322022,89714.31620.1
SeasonTeamConfGRecYdsTDYPRYPG
2006MarylandACC1345694515.453.4
2007MarylandACC1351786315.460.5
2008MarylandACC1242609514.550.8
Career381382,0891315.155.0

Model readout

Probability, context, and base score

XGBoost Prob

35%

ML model output

Context Prob

37%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 26% NFL 1000-yard conversion rate+1.296
33.0% TD share at small school — strong red-zone role+0.308
Physical production synergy+0.301

Top Negative Factors

-1.0 ypg vs. draft class average — below class average-0.737
0.34 TDs/game — limited scoring role in college-0.379
0.09 TDs/catch — high-value usage pattern-0.211

SHAP Feature Impact (Top 20)