Predicting the Pros
Predictions/Dante Ridgeway
Dante Ridgeway

Player breakdown

Dante Ridgeway

Ball St. · 2005 Draft Class

5-11212 lbs6th round, 192nd overallAge at Draft: 21Age: ~42
EliteDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

75%

YearTeamGGSTgtRecYdsY/RTDY/G
2005NYJ8032261303.3
SeasonTeamConfGRecYdsTDYPRYPG
2002Ball StateMAC1244556412.646.3
2003Ball StateMAC12891,0751012.189.6
2004Ball StateMAC111051,399813.3127.2
Career352383,0302212.786.6

Model readout

Probability, context, and base score

XGBoost Prob

82%

ML model output

Context Prob

35%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Physical production synergy+0.517
41.0% TD share at small school — dominant alpha receiver red-zone role+0.304
+30.6 ypg vs. draft class average — class-leading production+0.252

Top Negative Factors

Program WR pipeline: 5% NFL 1000-yard conversion rate-0.527
Scout dominator depth synergy-0.360
Improvement accelerating (+1.5) — getting better faster each year-0.247

SHAP Feature Impact (Top 20)