Predicting the Pros
Predictions/Miles Boykin
Miles Boykin

Player breakdown

Miles Boykin

Notre Dame · 2019 Draft Class

6-4220 lbs3rd round, 93rd overallAge at Draft: 22Age: ~29
EliteDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

76%

YearTeamGGSTgtRecYdsY/RTDY/G
2019BAL1611221319815.2312.4
2020BAL1613331926614416.6
2021BAL80116600.8
2022PIT16132115.500.7
2023PIT17043175.701
Career7325633849813.176.8
SeasonTeamConfGRecYdsTDYPRYPG
2016Notre DameInd11681113.57.4
2017Notre DameInd1212253221.121.1
2018Notre DameInd1359872814.867.1
Career36771,2061115.733.5

Model readout

Probability, context, and base score

XGBoost Prob

31%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

7

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 14% NFL 1000-yard conversion rate+1.247
7.4 ypg as a freshman — limited first-year impact+0.287
BMI 26.8 — ideal frame for NFL WR (220 lbs)+0.219

Top Negative Factors

-23.5 ypg vs. draft class average — below class average-0.756
Physical production synergy-0.556
Improvement accelerating (+9.8) — getting better faster each year-0.453

SHAP Feature Impact (Top 20)