Predicting the Pros
Predictions/Greg Childs
Greg Childs

Player breakdown

Greg Childs

Arkansas · 2012 Draft Class

6-3219 lbs4th round, 134th overallAge at Draft: 22Age: ~36
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

10%

SeasonTeamConfGRecYdsTDYPRYPG
2008ArkansasSEC1218273215.222.8
2009ArkansasSEC1348894718.668.8
2010ArkansasSEC846659614.382.4
2011ArkansasSEC1121240011.421.8
Career441332,0661515.547.0

Model readout

Probability, context, and base score

XGBoost Prob

2%

ML model output

Context Prob

54%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.326
BMI 27.4 — outside ideal range for NFL WR (219 lbs)+0.236
Physical production synergy+0.186

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-2.517
-10.0 ypg vs. draft class average — below class average-0.568
0.34 TDs/game — limited scoring role in college-0.294

SHAP Feature Impact (Top 20)