Predicting the Pros
Predictions/Cornelius Ingram
Cornelius Ingram

Player breakdown

Cornelius Ingram

Florida · 2009 Draft Class

6-4245 lbs5th round, 153rd overallAge at Draft: 24Age: ~41
LowMissed 700+ Rec
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

14%

SeasonTeamConfGRecYdsTDYPRYPG
2006FloridaSEC126322112.4322
2007FloridaSEC633491714.981.8
Career759813813.8116.1

Model readout

Probability, context, and base score

XGBoost Prob

14%

ML model output

Context Prob

14%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.854

Average prediction

Top Positive Factors

Class YPR rank: top 12% — elite per-target efficiency+0.367
322.0 ypg as a freshman — elite first-year impact+0.303
Season-to-season ypg consistency: 0.01 — variable output+0.209

Top Negative Factors

Strong ascending production slope (+169 yards/yr) — still improving at draft time-0.552
Broad jump not recorded at combine — missing explosive power data-0.378
Best season: 322.0 ypg — elite 100+ ypg per-game ceiling-0.280

SHAP Feature Impact (Top 20)