Predicting the Pros
Predictions/Ernest Wilford
Ernest Wilford

Player breakdown

Ernest Wilford

Virginia Tech · 2004 Draft Class

6-4226 lbs4th round, 120th overallAge at Draft: 25Age: ~47
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

18%

YearTeamGGSTgtRecYdsY/RTDY/G
2004JAX153351927114.3218.1
2005JAX168744168116.6742.6
2006JAX1612743652414.6232.8
2007JAX1614744551811.5332.4
2008MIA7063258.303.6
2010JAX20213301.5
Career72372651452,02213.91428.1
SeasonTeamConfGRecYdsTDYPRYPG
2000Virginia TechBig East1112141011.812.8
2001Virginia TechBig East118100112.59.1
2002Virginia TechBig East1451925718.166.1
2003Virginia TechBig East1355886316.168.2
Career491262,0521116.341.9

Model readout

Probability, context, and base score

XGBoost Prob

0%

ML model output

Context Prob

50%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Class YPR rank: top 17% — elite per-target efficiency+0.246
Accounted for 3.41 yards per team pass attempt — alpha receiver share+0.186
BMI 27.5 — outside ideal range for NFL WR (226 lbs)+0.173

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.320
-15.1 ypg vs. draft class average — below class average-0.592
Improvement accelerating (+5.6) — getting better faster each year-0.424

SHAP Feature Impact (Top 20)