Predicting the Pros
Predictions/Andre' Davis
Andre' Davis

Player breakdown

Andre' Davis

Virginia Tech · 2002 Draft Class

6-1194 lbs2nd round, 47th overallAge at Draft: 23Age: ~47
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

6%

YearTeamGGSTgtRecYdsY/RTDY/G
2002CLE164723742011.4626.3
2003CLE168624057614.4536
2004CLE77351641626259.4
2005NWE9424919021.1121.1
2006BUF16172136.500.8
2007HOU148633358317.7341.6
2008HOU120281321316.4017.8
2009HOU141116599.804.2
Career104333021562,47015.81723.8

Model readout

Probability, context, and base score

XGBoost Prob

1%

ML model output

Context Prob

38%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Outperformed team passing efficiency by 0.98x — route-running independent of system+0.159
BMI 25.6 — ideal frame for NFL WR (194 lbs)+0.152
Speed score 101.7 — strong weight-adjusted athleticism+0.134

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.442
-7.4 ypg vs. draft class average — below class average-0.567
Physical production synergy-0.503

SHAP Feature Impact (Top 20)