Predicting the Pros
Predictions/Tony Fiammetta
Tony Fiammetta

Player breakdown

Tony Fiammetta

Syracuse · 2009 Draft Class

4th round, 128th overallAge at Draft: 23Age: ~40
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

5%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2009CAR100000000
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2006SyracuseACC081500015
2007SyracuseACC0380127583
2008SyracuseACC1566016127193

Model readout

Probability, context, and base score

XGBoost Prob

5%

ML model output

Context Prob

5%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

0.00 ypg per lb — average size-adjusted production+0.360
1 career TDs — solid scoring production+0.188
Short shuttle not recorded at combine+0.175

Top Negative Factors

No combine speed data — model penalizes missing athleticism-0.483
Rb rush td rate-0.411
Physical upside: 0.00 — average athletic ceiling-0.300

SHAP Feature Impact (Top 20)