Predicting the Pros
Predictions/David Bell
David Bell

Player breakdown

David Bell

Purdue · 2022 Draft Class

6-1212 lbs3rd round, 99th overallAge at Draft: 21Age: ~25
EliteAll-American x1Did Not Hit
Major awards: 1Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

78%

YearTeamGGSTgtRecYdsY/RTDY/G
2022CLE16335242148.9013.4
2023CLE153231416711.9311.1
2024CLE1033279027
Career326614140810.0312.8
SeasonTeamConfGRecYdsTDYPRYPG
2019PurdueBig Ten12861,03571286.3
2020PurdueBig Ten653625811.8104.2
2021PurdueBig Ten11931,286613.8116.9
Career292322,9462112.7101.6

Model readout

Probability, context, and base score

XGBoost Prob

36%

ML model output

Context Prob

45%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Physical production synergy+0.407
+45.6 ypg vs. draft class average — class-leading production+0.258
BMI 28.0 — outside ideal range for NFL WR (212 lbs)+0.219

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-1.279
0.09 TDs/catch — high-value usage pattern-0.210
Recruit dominator synergy-0.203

SHAP Feature Impact (Top 20)