Predicting the Pros
Predictions/Keith Mumphery
Keith Mumphery

Player breakdown

Keith Mumphery

Michigan St. · 2015 Draft Class

6-0215 lbs5th round, 175th overallAge at Draft: 23Age: ~34
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

38%

YearTeamGGSTgtRecYdsY/RTDY/G
2015HOU16332141299.208.1
2016HOU1131210696.906.3
Career27644241988.307.3
SeasonTeamConfGRecYdsTDYPRYPG
2011Michigan StateBig Ten14239019.52.8
2012Michigan StateBig Ten1342515112.339.6
2013Michigan StateBig Ten1218299316.624.9
2014Michigan StateBig Ten132649531938.1
Career52881,348715.325.9

Model readout

Probability, context, and base score

XGBoost Prob

0%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

6

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.479
2.8 ypg as a freshman — limited first-year impact+0.248
BMI 29.2 — outside ideal range for NFL WR (215 lbs)+0.169

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.196
-30.1 ypg vs. draft class average — below class average-0.593
Improvement accelerating (+12.2) — getting better faster each year-0.444

SHAP Feature Impact (Top 20)