Predicting the Pros
Predictions/Chris Chambers
Chris Chambers

Player breakdown

Chris Chambers

Wisconsin · 2001 Draft Class

6-0210 lbs2nd round, 52nd overallAge at Draft: 23Age: ~48
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

92%

YearTeamGGSTgtRecYdsY/RTDY/G
2001MIA167904888318.4755.2
2002MIA15151015273414.1348.9
2003MIA161613064963151160.2
2004MIA15151406989813759.9
2005MIA1616166821,11813.61169.9
2006MIA16161545967711.5442.3
20072TM16121296697014.7460.6
2007MIA65663141513.4069.2
2007SDG107633555515.9455.5
2008SDG149653346214533
20092TM1614924573016.2545.6
2009SDG7531912213.6117.4
2009KAN99613660816.9467.6
2010KAN13743222139.7116.4
Career18515313316519,34814.46750.5
SeasonTeamConfGRecYdsTDYPRYPG
2000WisconsinBig Ten847774416.596.8

Model readout

Probability, context, and base score

XGBoost Prob

93%

ML model output

Context Prob

87%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 21% NFL 1000-yard conversion rate+1.236
Flat acceleration — consistent but not accelerating+0.642
+40.8 ypg vs. draft class average — class-leading production+0.257

Top Negative Factors

Physical production synergy-0.377
Recruit dominator synergy-0.222
0.09 TDs/catch — high-value usage pattern-0.204

SHAP Feature Impact (Top 20)