Predicting the Pros
Predictions/Shelton Sampson
Shelton Sampson

Player breakdown

Shelton Sampson

Louisiana · 2026 Draft Class

6-4181 lbsUndrafted / UpcomingAge: ~41
Medium
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

47%

SeasonTeamConfGRecYdsTDYPRYPG
2003WashingtonPac-1012318061.5
2004WashingtonPac-10115103020.69.4
2005WashingtonPac-104214073.5
2025LouisianaSun Belt1032537616.853.7
Career3742672616.018.2

Model readout

Probability, context, and base score

XGBoost Prob

49%

ML model output

Context Prob

30%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.834
Season-to-season ypg consistency: 0.00 — variable output+0.250
Class YPR rank: top 14% — elite per-target efficiency+0.245

Top Negative Factors

+1.5 ypg vs. draft class average — below class average-0.766
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.522
Physical production synergy-0.416

SHAP Feature Impact (Top 20)