Predicting the Pros
Predictions/Austin Collie
Austin Collie

Player breakdown

Austin Collie

BYU · 2009 Draft Class

6-1200 lbs4th round, 127th overallAge at Draft: 23Age: ~40
EliteDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

90%

YearTeamGGSTgtRecYdsY/RTDY/G
2009IND165896067611.3742.3
2010IND96715864911.2872.1
2011IND16596545149.5132.1
2012IND10116606
2013NWE711166310.509
Career49172681791,90810.71638.9
SeasonTeamConfGRecYdsTDYPRYPG
2004BYUMWC1153771814.570.1
2007BYUMWC1356946716.972.8
2008BYUMWC131061,5381514.5118.3
Career372153,2553015.188.0

Model readout

Probability, context, and base score

XGBoost Prob

92%

ML model output

Context Prob

77%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 15% NFL 1000-yard conversion rate+1.286
Physical production synergy+0.510
38.0% TD share at small school — strong red-zone role+0.315

Top Negative Factors

Accounted for 0.00 yards per team pass attempt — featured receiver share-0.442
Improvement accelerating (+1.0) — getting better faster each year-0.172
Recruit dominator synergy-0.168

SHAP Feature Impact (Top 20)