Predicting the Pros
Predictions/Manuel White
Manuel White

Player breakdown

Manuel White

UCLA · 2005 Draft Class

4th round, 120th overallAge: ~41
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

7%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2003UCLABig Ten7953893998487
2004UCLABig Ten7161761819109870

Model readout

Probability, context, and base score

XGBoost Prob

7%

ML model output

Context Prob

7%

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
12 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 yards per attempt-0.337
Rb scrimmage yards per touch-0.324

SHAP Feature Impact (Top 20)