Predicting the Pros
Predictions/Ryne Robinson
Ryne Robinson

Player breakdown

Ryne Robinson

Miami (OH) · 2007 Draft Class

5-9179 lbs4th round, 118th overallAge at Draft: 22Age: ~41
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

35%

YearTeamGGSTgtRecYdsY/RTDY/G
2007CAR16084358.802.2
SeasonTeamConfGRecYdsTDYPRYPG
2003Miami (OH)MAC1428468216.733.4
2004Miami (OH)MAC1364932414.671.7
2005Miami (OH)MAC11751,119814.9101.7
2006Miami (OH)MAC12911,178812.998.2
Career502583,6972214.373.9

Model readout

Probability, context, and base score

XGBoost Prob

34%

ML model output

Context Prob

40%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.333
Physical production synergy+0.255
BMI 26.4 — ideal frame for NFL WR (179 lbs)+0.211

Top Negative Factors

Program WR pipeline: 5% NFL 1000-yard conversion rate-0.529
Scout dominator depth synergy-0.270
Improvement accelerating (+1.5) — getting better faster each year-0.259

SHAP Feature Impact (Top 20)