Predicting the Pros
Predictions/Qua Ashley
Qua Ashley

Player breakdown

Qua Ashley

Ball State · 2026 Draft Class

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

Model confidence

Success Probability

8%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2025Ball StateMid-American10117546421123669

Model readout

Probability, context, and base score

XGBoost Prob

8%

ML model output

Context Prob

8%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

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

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Rb rush td rate-0.411
Rb rush yards per attempt-0.337

SHAP Feature Impact (Top 20)