Predicting the Pros
Predictions/Kaden Shields-Dutton
Kaden Shields-Dutton

Player breakdown

Kaden Shields-Dutton

Florida Atlantic · 2027 Draft Class

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

Model confidence

Success Probability

20%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2025Florida AtlanticAmerican Athletic1178442517108550

Model readout

Probability, context, and base score

XGBoost Prob

20%

ML model output

Context Prob

20%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

16.7 alt. conference-adjusted ypg — cross-conference production comparison+0.429
0.00 ypg per lb — average size-adjusted production+0.360
5 career TDs — solid scoring production+0.188

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Physical upside: 0.00 — average athletic ceiling-0.300
BMI 0.0 — outside ideal range for NFL WR-0.284

SHAP Feature Impact (Top 20)