Predicting the Pros
Predictions/Kenny McKinley
Kenny McKinley

Player breakdown

Kenny McKinley

South Carolina · 2009 Draft Class

6-0189 lbs5th round, 141st overallAge at Draft: 22Age: ~39
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

32%

SeasonTeamConfGRecYdsTDYPRYPG
2005South CarolinaSEC1225291111.624.3
2006South CarolinaSEC1351880517.367.7
2007South CarolinaSEC1277968912.680.7
2008South CarolinaSEC1054642411.964.2
Career472072,7811913.459.2

Model readout

Probability, context, and base score

XGBoost Prob

28%

ML model output

Context Prob

55%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 20% NFL 1000-yard conversion rate+1.329
Physical production synergy+0.408
BMI 25.6 — ideal frame for NFL WR (189 lbs)+0.249

Top Negative Factors

+4.8 ypg vs. draft class average — below class average-0.749
0.40 TDs/game — reliable scoring role in college-0.305
Improvement accelerating (+2.3) — getting better faster each year-0.287

SHAP Feature Impact (Top 20)