Predicting the Pros
Predictions/Carson Palmer
Carson Palmer

Player breakdown

Carson Palmer

USC · 2003 Draft Class

6-5232 lbs1st round, 1st overallAge at Draft: 23Age: ~46
EliteHeisman x1Unitas x1All-American x125+ Total TD
Major awards: 3Heisman votes: 1328NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

92%

YearTeamGGSCmpAttPass YdsPass TDINTRush YdsRush TDTotal TD
2004CIN13132634322,897181847119
2005CIN16163455093,836321241133
2006CIN16163245204,035281337028
2007CIN16163735754,131262010026
2008CIN4475129731343803
2009CIN16162824663,094211393324
2010CIN16163625863,970262050026
2011OAK1091993282,753131620114
2012OAK15153455654,018221436123
2013ARI16163625724,27424223024
2014ARI661412241,62611325011
2015ARI16163425374,671351124136
2016ARI15153645974,233261438026
2017ARI771642671,978971209
SeasonTeamConfGCmpAttPass YdsPass TDINTRush YdsRush TDTotal TD
2002USCBig Ten12131304102101

Model readout

Probability, context, and base score

XGBoost Prob

64%

ML model output

Context Prob

64%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.484

Average prediction

Top Positive Factors

Physical upside: 0.96 — elite athletic ceiling+0.365
Flat acceleration — consistent but not accelerating+0.344
304 career receiving yards — modest volume+0.273

Top Negative Factors

304.0 career ypg — elite WR1 college production-0.318
Height-adjusted speed: 4.35s — elite speed for frame-0.314
Flat production across college career-0.222

SHAP Feature Impact (Top 20)