Predicting the Pros
Predictions/Kelley Washington
Kelley Washington

Player breakdown

Kelley Washington

Tennessee · 2003 Draft Class

6-2223 lbs3rd round, 65th overallAge at Draft: 24Age: ~47
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

14%

YearTeamGGSTgtRecYdsY/RTDY/G
2003CIN163472229913.6418.7
2004CIN162503137812.2323.6
2005CIN70191010110.1114.4
2006CIN5112911512.8123
2008NWE100213300.3
2009BAL152483443112.7228.7
2010SDG80141317313.3121.6
Career7781921201,50012.51219.5
SeasonTeamConfGRecYdsTDYPRYPG
2001TennesseeSEC12641,010515.884.2
2002TennesseeSEC423443119.3110.8
Career16871,453616.790.8

Model readout

Probability, context, and base score

XGBoost Prob

7%

ML model output

Context Prob

57%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.670
BMI 28.6 — outside ideal range for NFL WR (223 lbs)+0.218
+33.9 ypg vs. draft class average — class-leading production+0.213

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.622
0.38 TDs/game — limited scoring role in college-0.237
0.07 TDs/catch — check-down usage pattern-0.221

SHAP Feature Impact (Top 20)