Predicting the Pros
Predictions/Caleb Komolafe
Caleb Komolafe

Player breakdown

Caleb Komolafe

Northwestern · 2026 Draft Class

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

Model confidence

Success Probability

6%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2025NorthwesternBig Ten1218584251082924

Model readout

Probability, context, and base score

XGBoost Prob

6%

ML model output

Context Prob

6%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

0.00 ypg per lb — average size-adjusted production+0.360
5 career TDs — solid scoring production+0.188
Short shuttle not recorded at combine+0.175

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)