Predicting the Pros
Predictions/Carlton Mitchell
Carlton Mitchell

Player breakdown

Carlton Mitchell

South Florida · 2010 Draft Class

6-3215 lbs6th round, 177th overallAge at Draft: 22Age: ~38
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

37%

YearTeamGGSTgtRecYdsY/RTDY/G
2010CLE50100000
2011CLE110433110.302.8
Career160533110.301.9
SeasonTeamConfGRecYdsTDYPRYPG
2007South FloridaBig East1337537414.541.3
2008South FloridaBig East1328405114.531.2
2009South FloridaBig East1140706417.764.2
Career371051,648915.744.5

Model readout

Probability, context, and base score

XGBoost Prob

3%

ML model output

Context Prob

87%

Rule-based model

Suppression Signals

5

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.468
Class YPR rank: top 19% — elite per-target efficiency+0.259
BMI 26.9 — ideal frame for NFL WR (215 lbs)+0.154

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-1.547
-11.4 ypg vs. draft class average — below class average-0.739
Physical production synergy-0.420

SHAP Feature Impact (Top 20)