Predicting the Pros
Predictions/Michael Robinson
Michael Robinson

Player breakdown

Michael Robinson

Penn St. · 2006 Draft Class

6-1227 lbs4th round, 100th overallAge at Draft: 23Age: ~43
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

7%

SeasonTeamConfGRecYdsTDYPRYPG
2002Penn StateBig Ten1394404.93.4
2003Penn StateBig Ten11101000109.1
2004Penn StateBig Ten933485314.753.9
Career3352629312.119.1

Model readout

Probability, context, and base score

XGBoost Prob

3%

ML model output

Context Prob

33%

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+1.161
3.4 ypg as a freshman — limited first-year impact+0.260
Outperformed team passing efficiency by 0.38x — route-running independent of system+0.175

Top Negative Factors

-37.9 ypg vs. draft class average — below class average-0.749
Physical production synergy-0.587
0.09 TDs/game — limited scoring role in college-0.465

SHAP Feature Impact (Top 20)