Predicting the Pros
Predictions/Tim Massaquoi
Tim Massaquoi

Player breakdown

Tim Massaquoi

Michigan · 2006 Draft Class

6-3259 lbs7th round, 244th overallAge at Draft: 24Age: ~44
LowMissed 700+ Rec
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

21%

YearTeamGGSTgtRecYdsY/RTDY/G
2007BUF40100000
SeasonTeamConfGRecYdsTDYPRYPG
2004MichiganBig Ten116165010.3165
2005MichiganBig Ten0118607.80
Career12725109.3251.0

Model readout

Probability, context, and base score

XGBoost Prob

21%

ML model output

Context Prob

21%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.854

Average prediction

Top Positive Factors

165.0 ypg as a freshman — elite first-year impact+0.284
Season-to-season ypg consistency: 0.02 — variable output+0.248
Speed × production: 15.4 — average combined athletic output+0.153

Top Negative Factors

220 conference-adjusted best-season yards — competition-normalized peak-0.422
Broad jump not recorded at combine — missing explosive power data-0.405
Reception rate trend-0.338

SHAP Feature Impact (Top 20)