Predicting the Pros
Predictions/Rob Blanchflower
Rob Blanchflower

Player breakdown

Rob Blanchflower

Massachusetts · 2014 Draft Class

6-4256 lbs7th round, 230th overallAge at Draft: 24Age: ~36
LowMissed 700+ Rec
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

14%

SeasonTeamConfGRecYdsTDYPRYPG
2012UMassFBS Independents243464210.8232
2013UMassFBS Independents327313311.6104.3
Career570777511.1155.4

Model readout

Probability, context, and base score

XGBoost Prob

14%

ML model output

Context Prob

14%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.854

Average prediction

Top Positive Factors

232.0 ypg as a freshman — elite first-year impact+0.278
Season-to-season ypg consistency: 0.01 — variable output+0.238
Speed × production: 44.0 — average combined athletic output+0.199

Top Negative Factors

154 conference-adjusted best-season yards — competition-normalized peak-0.427
Broad jump not recorded at combine — missing explosive power data-0.424
1.81 ypg per lb — average size-adjusted production-0.336

SHAP Feature Impact (Top 20)