Predicting the Pros
Predictions/Samie Parker
Samie Parker

Player breakdown

Samie Parker

Oregon · 2004 Draft Class

4th round, 105th overallAge at Draft: 23Age: ~45
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

30%

YearTeamGGSTgtRecYdsY/RTDY/G
2004KAN4013913715.2134.3
2005KAN129583653314.8344.4
2006KAN1615684156113.7135.1
2007KAN157412429812.4219.9
Career47311801101,52913.9732.5
SeasonTeamConfGRecYdsTDYPRYPG
2000OregonPac-101111201018.318.3
2001OregonPac-101132586318.353.3
2002OregonPac-101349724814.855.7
2003OregonPac-1013771,088714.183.7
Career481692,5991815.454.1

Model readout

Probability, context, and base score

XGBoost Prob

1%

ML model output

Context Prob

85%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Outperformed team passing efficiency by 1.06x — route-running independent of system+0.187
46.4 yards per adjusted target opportunity — solid efficiency vs. opportunities+0.135
3.5 catches/game — featured receiver+0.120

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.215
+0.0 ypg vs. draft class average — below class average-0.560
Physical production synergy-0.514

SHAP Feature Impact (Top 20)