Predicting the Pros
Predictions/Khalfani Muhammad
Khalfani Muhammad

Player breakdown

Khalfani Muhammad

California · 2017 Draft Class

7th round, 241st overallAge at Draft: 22Age: ~31
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

11%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2013CaliforniaACC074445414187632
2014CaliforniaACC0462154763278
2015CaliforniaACC078539117189728
2016CaliforniaACC0152827217132959

Model readout

Probability, context, and base score

XGBoost Prob

11%

ML model output

Context Prob

11%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

0.0 alt. conference-adjusted ypg — cross-conference production comparison+0.429
0.00 ypg per lb — average size-adjusted production+0.360
14 career TDs — solid scoring production+0.188

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Rb rush td rate-0.411
Physical upside: 0.00 — average athletic ceiling-0.300

SHAP Feature Impact (Top 20)