Predicting the Pros
Predictions/Andre Caldwell
Andre Caldwell

Player breakdown

Andre Caldwell

Florida · 2008 Draft Class

6-0204 lbs3rd round, 97th overallAge at Draft: 23Age: ~41
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

32%

YearTeamGGSTgtRecYdsY/RTDY/G
2008CIN741911787.1011.1
2009CIN16380514328.5327
2010CIN155372534513.8023
2011CIN13268373178.6324.4
2012DEN8041181802.3
2013DEN162291620012.5312.5
2014DEN162155479.402.9
2015DEN1402210727.225.1
Career105182741561,5099.71114.4
SeasonTeamConfGRecYdsTDYPRYPG
2003FloridaSEC131917409.213.4
2004FloridaSEC124368931657.4
2005FloridaSEC310148014.849.3
2006FloridaSEC1457577610.141.2
2007FloridaSEC1156761713.669.2
Career531852,3491612.744.3

Model readout

Probability, context, and base score

XGBoost Prob

1%

ML model output

Context Prob

79%

Rule-based model

Suppression Signals

6

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit rating × conference strength: 1.00 — elite recruit at elite school+0.199
Outperformed team passing efficiency by 0.98x — route-running independent of system+0.172
BMI 27.7 — outside ideal range for NFL WR (204 lbs)+0.155

Top Negative Factors

Program WR pipeline: 1% NFL 1000-yard conversion rate-2.457
-11.7 ypg vs. draft class average — below class average-0.584
Physical production synergy-0.343

SHAP Feature Impact (Top 20)