Predicting the Pros
Predictions/Antonio Pittman
Antonio Pittman

Player breakdown

Antonio Pittman

Ohio St. · 2007 Draft Class

4th round, 107th overallAge at Draft: 21Age: ~40
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

13%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2007STL113813903150154
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2004Ohio StateBig Ten1703781626404
2005Ohio StateBig Ten42221,1956151551,350
2006Ohio StateBig Ten112321,17113131161,287

Model readout

Probability, context, and base score

XGBoost Prob

13%

ML model output

Context Prob

13%

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
20 career TDs — prolific 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 scrimmage yards per touch-0.324

SHAP Feature Impact (Top 20)