Predicting the Pros
Predictions/Freddie Milons
Freddie Milons

Player breakdown

Freddie Milons

Alabama · 2002 Draft Class

5-10190 lbs5th round, 162nd overallAge: ~44
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

32%

SeasonTeamConfGRecYdsTDYPRYPG
2000AlabamaSEC10322871928.7
2001AlabamaSEC1136626317.456.9
Career2168913413.443.5

Model readout

Probability, context, and base score

XGBoost Prob

17%

ML model output

Context Prob

60%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 33% NFL 1000-yard conversion rate+1.236
Recruit dominator synergy+0.222
Team averaged 23.6 pass attempts/game — run-heavy offensive system+0.170

Top Negative Factors

-10.9 ypg vs. draft class average — below class average-0.748
0.19 TDs/game — limited scoring role in college-0.467
Physical production synergy-0.363

SHAP Feature Impact (Top 20)