Predicting the Pros
Predictions/Landon Ellis
Landon Ellis

Player breakdown

Landon Ellis

James Madison · 2026 Draft Class

6-2200 lbsUndrafted / UpcomingAge: ~19
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

33%

SeasonTeamConfGRecYdsTDYPRYPG
2025James MadisonSun Belt1336624517.348

Model readout

Probability, context, and base score

XGBoost Prob

33%

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+0.851
Recruit dominator synergy+0.424
Season-to-season ypg consistency: 0.00 — variable output+0.276

Top Negative Factors

-6.4 ypg vs. draft class average — below class average-0.739
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.474
Accounted for 0.00 yards per team pass attempt — featured receiver share-0.354

SHAP Feature Impact (Top 20)