Predicting the Pros
Predictions/Bruce Perry
Bruce Perry

Player breakdown

Bruce Perry

Maryland · 2004 Draft Class

7th round, 242nd overallAge at Draft: 23Age: ~45
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

5%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2005PHI21674000074
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2003MarylandBig Ten81134623756518

Model readout

Probability, context, and base score

XGBoost Prob

5%

ML model output

Context Prob

5%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

0.00 ypg per lb — average size-adjusted production+0.360
3 career TDs — solid scoring production+0.188
Short shuttle not recorded at combine+0.175

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Rb rush td rate-0.411
Rb rush yards per attempt-0.337

SHAP Feature Impact (Top 20)