Predicting the Pros
Predictions/Bryce Love
Bryce Love

Player breakdown

Bryce Love

Stanford · 2019 Draft Class

5-9200 lbs4th round, 112th overallAge at Draft: 22Age: ~29
EliteDoak Walker x1All-American x1All-Conference x1Missed 1000+ Scrim
Major awards: 3Heisman votes: 1608NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

85%

SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2015StanfordACC028228214248476
2016StanfordACC0906643734698
2017StanfordACC112371,973176332,006
2018StanfordACC016673962099838

Model readout

Probability, context, and base score

XGBoost Prob

31%

ML model output

Context Prob

31%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

1 All-Conference selection — proven conference-level excellence+0.494
Rb rush yards per attempt+0.227
29 career TDs — prolific scoring production+0.188

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
10.03 ypg per lb — exceptional size-adjusted production-0.360
Physical upside: 0.55 — average athletic ceiling-0.300

SHAP Feature Impact (Top 20)