Predicting the Pros
Predictions/Fred Gibson
Fred Gibson

Player breakdown

Fred Gibson

Georgia · 2005 Draft Class

6-4196 lbs4th round, 131st overallAge: ~43
EliteDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

80%

SeasonTeamConfGRecYdsTDYPRYPG
2001GeorgiaSEC1033772623.477.2
2002GeorgiaSEC1243758417.663.2
2003GeorgiaSEC1136553315.450.3
2004GeorgiaSEC1249801716.366.8
Career451612,8842017.964.1

Model readout

Probability, context, and base score

XGBoost Prob

45%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

7

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 16% NFL 1000-yard conversion rate+1.155
Improvement accelerating (+0.0) — getting better faster each year+0.450
BMI 23.9 — outside ideal range for NFL WR (196 lbs)+0.220

Top Negative Factors

+9.7 ypg vs. draft class average — below class average-0.742
Recruit dominator synergy-0.334
Efficiency consistency: 1.31 — highly consistent across seasons-0.317

SHAP Feature Impact (Top 20)