Predicting the Pros
Predictions/Scott Miller
Scott Miller

Player breakdown

Scott Miller

Bowling Green · 2019 Draft Class

5-10170 lbs6th round, 208th overallAge at Draft: 22Age: ~29
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

49%

YearTeamGGSTgtRecYdsY/RTDY/G
2019TAM102261320015.4120
2020TAM165533350115.2331.3
2021TAM9095387.604.2
2022TAM15140231858012.3
2023ATL170161116114.629.5
2024PIT131956913.805.3
2025PIT130149626.904.8
Career939167991,21612.3613.1
SeasonTeamConfGRecYdsTDYPRYPG
2015Bowling GreenMAC1072904.12.9
2016Bowling GreenMAC12749681013.180.7
2017Bowling GreenMAC1263722411.560.2
2018Bowling GreenMAC11711,148916.2104.4
Career452152,8672313.363.7

Model readout

Probability, context, and base score

XGBoost Prob

49%

ML model output

Context Prob

48%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Physical production synergy+0.383
2.9 ypg as a freshman — limited first-year impact+0.258
BMI 24.4 — ideal frame for NFL WR (170 lbs)+0.194

Top Negative Factors

Program WR pipeline: 5% NFL 1000-yard conversion rate-0.626
Improvement accelerating (+38.6) — getting better faster each year-0.464
+12.4 ypg vs. draft class average — above average-0.280

SHAP Feature Impact (Top 20)