Predicting the Pros
Predictions/DeMario Douglas
DeMario Douglas

Player breakdown

DeMario Douglas

Liberty · 2023 Draft Class

5-8179 lbs6th round, 210th overallAge at Draft: 22Age: ~25
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

11%

YearTeamGGSTgtRecYdsY/RTDY/G
2023NWE147794956111.4040.1
2024NWE17787666219.4336.5
2025NWE170463144714.4326.3
Career48142121461,62911.2633.9

Model readout

Probability, context, and base score

XGBoost Prob

3%

ML model output

Context Prob

56%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Outperformed team passing efficiency by 1.03x — route-running independent of system+0.195
BMI 27.2 — outside ideal range for NFL WR (179 lbs)+0.151
Speed score 92.1 — below average weight-adjusted athleticism+0.135

Top Negative Factors

+2.6 ypg vs. draft class average — below class average-0.754
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.634
Improvement accelerating (+6.3) — getting better faster each year-0.524

SHAP Feature Impact (Top 20)