Predicting the Pros
Predictions/Ashley Lelie
Ashley Lelie

Player breakdown

Ashley Lelie

Hawaii · 2002 Draft Class

6-3197 lbs1st round, 19th overallAge at Draft: 22Age: ~46
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

94%

YearTeamGGSTgtRecYdsY/RTDY/G
2002DEN161533552515232.8
2003DEN1610813762817239.3
2004DEN1616101541,08420.1767.8
2005DEN1613904277018.3148.1
2006ATL1510682843015.4128.7
2007SFO153271011511.507.7
2008OAK136451119717.9215.2
Career107594652173,74917.31535.0
SeasonTeamConfGRecYdsTDYPRYPG
2000HawaiiWAC12741,110111592.5
2001HawaiiWAC12841,7131920.4142.8
Career241582,8233017.9117.6

Model readout

Probability, context, and base score

XGBoost Prob

94%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 13% NFL 1000-yard conversion rate+1.117
45.0% TD share at small school — dominant alpha receiver red-zone role+0.337
+63.2 ypg vs. draft class average — class-leading production+0.273

Top Negative Factors

Physical production synergy-0.456
Scout dominator depth synergy-0.381
Recruit dominator synergy-0.204

SHAP Feature Impact (Top 20)