Predicting the Pros
Predictions/James Davis
James Davis

Player breakdown

James Davis

Clemson · 2009 Draft Class

5-11218 lbs6th round, 195th overallAge at Draft: 23Age: ~40
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

26%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2009CLE2915045020
2010WAS315510445096
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2005ClemsonACC5137729817131860
2006ClemsonACC81951,1341741021,236
2007ClemsonACC0191992912511,043
2008ClemsonACC61597251114123848

Model readout

Probability, context, and base score

XGBoost Prob

26%

ML model output

Context Prob

26%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

4.45s forty — average speed+0.395
Catch radius: 87.0 — limited physical reach envelope+0.236
47 career TDs — prolific scoring production+0.188

Top Negative Factors

4.37s short shuttle — average lateral quickness-0.665
Rb scrimmage yards per touch-0.324
47 career receptions — limited volume-0.278

SHAP Feature Impact (Top 20)