Predicting the Pros
Predictions/Emmanuel Sanders
Emmanuel Sanders

Player breakdown

Emmanuel Sanders

SMU · 2010 Draft Class

5-11186 lbs3rd round, 82nd overallAge at Draft: 23Age: ~39
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

86%

YearTeamGGSTgtRecYdsY/RTDY/G
2010PIT131502837613.4228.9
2011PIT110432228813.1226.2
2012PIT167754462614.2139.1
2013PIT16101136774011646.3
2014DEN16161411011,40413.9987.8
2015DEN1515136761,13514.9675.7
2016DEN1616137791,03213.1564.5
2017DEN1211924755511.8246.3
2018DEN1212987186812.2472.3
20192TM1716976686913.2551.1
2019DEN77443036712.2252.4
2019SFO109533650213.9350.2
2020NOR145826172611.9551.9
2021BUF1413724262614.9444.7
Career189138123377010,11413.15653.5
SeasonTeamConfGRecYdsTDYPRYPG
2006SMUCUSA1246605913.250.4
2007SMUCUSA127488991274.1
2008SMUCUSA1067958914.395.8
2009SMUCUSA13981,339713.7103
Career472853,7913413.380.7

Model readout

Probability, context, and base score

XGBoost Prob

95%

ML model output

Context Prob

40%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 18% NFL 1000-yard conversion rate+1.325
Recruit dominator synergy+0.430
Physical production synergy+0.353

Top Negative Factors

Improvement accelerating (+1.2) — getting better faster each year-0.256
Season-to-season ypg consistency: 0.00 — variable output-0.168
50.4 ypg as a freshman — solid first-year impact-0.147

SHAP Feature Impact (Top 20)