Predicting the Pros
Predictions/Bruce Ellington
Bruce Ellington

Player breakdown

Bruce Ellington

South Carolina · 2014 Draft Class

5-9197 lbs4th round, 106th overallAge at Draft: 23Age: ~35
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

17%

YearTeamGGSTgtRecYdsY/RTDY/G
2014SFO1301266210.324.8
2015SFO130191315311.8011.8
2017HOU116572933011.4230
20182TM7342312247.2132
2018HOU311289211.5130.7
2018DET4230231325.7033
Career51121721109939.0619.5
SeasonTeamConfGRecYdsTDYPRYPG
2011South CarolinaSEC1317211112.416.2
2012South CarolinaSEC134060071546.2
2013South CarolinaSEC1249775815.864.6
Career381061,5861615.041.7

Model readout

Probability, context, and base score

XGBoost Prob

11%

ML model output

Context Prob

48%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 20% NFL 1000-yard conversion rate+1.308
Recruit rating × conference strength: 0.97 — elite recruit at elite school+0.217
BMI 29.1 — outside ideal range for NFL WR (197 lbs)+0.204

Top Negative Factors

-12.7 ypg vs. draft class average — below class average-0.758
Physical production synergy-0.518
Improvement accelerating (+2.7) — getting better faster each year-0.345

SHAP Feature Impact (Top 20)