Predicting the Pros
Predictions/Kenneth Darby
Kenneth Darby

Player breakdown

Kenneth Darby

Alabama · 2007 Draft Class

5-10211 lbs7th round, 246th overallAge at Draft: 24Age: ~43
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

10%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2007TAM1290216025
2008STL10321400191830323
2009STL1627152018960248
2010STL1434107210611168
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2003AlabamaSEC186300063
2004AlabamaSEC62181,061813651,126
2005AlabamaSEC32101,1613261221,283
2006AlabamaSEC1200820019100920

Model readout

Probability, context, and base score

XGBoost Prob

10%

ML model output

Context Prob

10%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

4.75s forty — slow speed+0.395
Catch radius: 85.0 — limited physical reach envelope+0.236
13 career TDs — solid scoring production+0.188

Top Negative Factors

4.53s short shuttle — average lateral quickness-0.665
Rb rush td rate-0.411
Rb rush yards per attempt-0.337

SHAP Feature Impact (Top 20)