Predicting the Pros
Predictions/Patrick Estes
Patrick Estes

Player breakdown

Patrick Estes

Virginia · 2005 Draft Class

7th round, 248th overallAge at Draft: 22Age: ~43
LowMissed 700+ Rec
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

10%

SeasonTeamConfGRecYdsTDYPRYPG
2004VirginiaACC0674012.30

Model readout

Probability, context, and base score

XGBoost Prob

10%

ML model output

Context Prob

10%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.854

Average prediction

Top Positive Factors

YPG ranked at 0th percentile in draft class — average relative to peers+0.203
Flat production across college career+0.172
Speed × production: 0.0 — average combined athletic output+0.156

Top Negative Factors

74.0 ypg as a freshman — elite first-year impact-0.428
88 conference-adjusted best-season yards — competition-normalized peak-0.427
Broad jump not recorded at combine — missing explosive power data-0.401

SHAP Feature Impact (Top 20)