Predicting the Pros
Predictions/Isaiah McKenzie
Isaiah McKenzie

Player breakdown

Isaiah McKenzie

Georgia · 2017 Draft Class

5-7173 lbs5th round, 172nd overallAge at Draft: 22Age: ~31
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

43%

YearTeamGGSTgtRecYdsY/RTDY/G
2017DEN110134297.302.6
2018BUF7130181799.9025.6
2019BUF15839272549.4116.9
2020BUF16734302829.4517.6
2021BUF15226201788.9111.9
2022BUF158654242310.1428.2
2023IND1321411827.506.3
Career92282211521,4279.41115.5
SeasonTeamConfGRecYdsTDYPRYPG
2014GeorgiaSEC12667011.25.6
2015GeorgiaSEC1010123012.312.3
2016GeorgiaSEC1344633714.448.7
Career3560823713.723.5

Model readout

Probability, context, and base score

XGBoost Prob

13%

ML model output

Context Prob

88%

Rule-based model

Suppression Signals

6

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 16% NFL 1000-yard conversion rate+1.248
5.6 ypg as a freshman — limited first-year impact+0.284
Recruit rating × conference strength: 0.89 — elite recruit at elite school+0.209

Top Negative Factors

-28.7 ypg vs. draft class average — below class average-0.756
Physical production synergy-0.471
Improvement accelerating (+8.4) — getting better faster each year-0.456

SHAP Feature Impact (Top 20)