Predicting the Pros
Predictions/David Givens
David Givens

Player breakdown

David Givens

Notre Dame · 2002 Draft Class

6-0217 lbs7th round, 253rd overallAge at Draft: 22Age: ~46
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

43%

YearTeamGGSTgtRecYdsY/RTDY/G
2002NWE1201599210.217.7
2003NWE135553451015639.2
2004NWE15121065687415.6358.3
2005NWE1310965973812.5256.8
2006TEN5520810413020.8
Career58322921662,31814.01240.0
SeasonTeamConfGRecYdsTDYPRYPG
2000Notre DameInd1125310212.428.2
2001Notre DameInd103331709.631.7
Career2158627210.829.9

Model readout

Probability, context, and base score

XGBoost Prob

44%

ML model output

Context Prob

35%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 14% NFL 1000-yard conversion rate+1.158
Improvement accelerating (+0.0) — getting better faster each year+0.618
Recruit dominator synergy+0.560

Top Negative Factors

-27.1 ypg vs. draft class average — below class average-0.748
0.10 TDs/game — limited scoring role in college-0.459
Accounted for 1.46 yards per team pass attempt — featured receiver share-0.378

SHAP Feature Impact (Top 20)