Predicting the Pros
Predictions/Jaden Barnes
Jaden Barnes

Player breakdown

Jaden Barnes

Appalachian State · 2026 Draft Class

Undrafted / UpcomingAge: ~19
High
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

55%

SeasonTeamConfGRecYdsTDYPRYPG
2025Appalachian StateSun Belt1055608711.160.8

Model readout

Probability, context, and base score

XGBoost Prob

57%

ML model output

Context Prob

30%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.874
Recruit dominator synergy+0.239
Season-to-season ypg consistency: 0.00 — variable output+0.209

Top Negative Factors

+0.0 ypg vs. draft class average — below class average-0.717
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.568
Physical production synergy-0.341

SHAP Feature Impact (Top 20)