Predicting the Pros
Predictions/Ethan Kilmer
Ethan Kilmer

Player breakdown

Ethan Kilmer

Penn St. · 2006 Draft Class

7th round, 209th overallAge at Draft: 23Age: ~43
HighDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

61%

SeasonTeamConfGRecYdsTDYPRYPG
2005Penn StateBig Ten1215236315.719.7

Model readout

Probability, context, and base score

XGBoost Prob

63%

ML model output

Context Prob

49%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 15% NFL 1000-yard conversion rate+1.075
Flat acceleration — consistent but not accelerating+0.839
Recruit dominator synergy+0.508

Top Negative Factors

+0.0 ypg vs. draft class average — below class average-0.738
0.25 TDs/game — limited scoring role in college-0.468
Accounted for 0.71 yards per team pass attempt — featured receiver share-0.350

SHAP Feature Impact (Top 20)