Predicting the Pros
Predictions/Freddie Mitchell
Freddie Mitchell

Player breakdown

Freddie Mitchell

UCLA · 2001 Draft Class

5-11185 lbs1st round, 25th overallAge at Draft: 22Age: ~47
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

42%

YearTeamGGSTgtRecYdsY/RTDY/G
2001PHI151432128313.5118.9
2002PHI16125121058.806.6
2003PHI166593549814.2231.1
2004PHI169452237717.1223.6
Career6317172901,26314.0520.0
SeasonTeamConfGRecYdsTDYPRYPG
2000UCLAPac-1011681,314819.3119.5

Model readout

Probability, context, and base score

XGBoost Prob

16%

ML model output

Context Prob

90%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.685
35.0% TD share at small school — strong red-zone role+0.328
+67.3 ypg vs. draft class average — class-leading production+0.250

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-2.599
Physical production synergy-0.430
Scout dominator depth synergy-0.410

SHAP Feature Impact (Top 20)