Predicting the Pros
Predictions/Michael Clayton
Michael Clayton

Player breakdown

Michael Clayton

LSU · 2004 Draft Class

6-3209 lbs1st round, 15th overallAge at Draft: 21Age: ~43
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

81%

YearTeamGGSTgtRecYdsY/RTDY/G
2004TAM1613122801,19314.9774.6
2005TAM1410553237211.6026.6
2006TAM129653335610.8129.7
2007TAM144402230113.7021.5
2008TAM159613848412.7132.3
2009TAM1311481623014.4117.7
2010NYG6042199.503.2
2011NYG50100000
Career95563962232,95513.31031.1
SeasonTeamConfGRecYdsTDYPRYPG
2001LSUSEC124775461662.8
2002LSUSEC1357749513.157.6
2003LSUSEC14781,0791013.877.1
Career391822,5822114.266.2

Model readout

Probability, context, and base score

XGBoost Prob

84%

ML model output

Context Prob

62%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 31% NFL 1000-yard conversion rate+1.267
Physical production synergy+0.347
0.54 TDs/game — reliable scoring role in college+0.230

Top Negative Factors

+10.2 ypg vs. draft class average — above average-0.687
Recruit dominator synergy-0.286
Efficiency consistency: 1.13 — highly consistent across seasons-0.280

SHAP Feature Impact (Top 20)