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COLLEGE FOOTBALL
WEEK 2
ESPNUAI PredictionLIB @ JMU
Saturday, September 5, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 55% confidence
James Madison DukesWIN PROBABILITYLiberty Flames
48%
52%
MODEL PICK
Liberty Flames
CONFIDENCE
55%
1
Home Edge
5
Neutral
1
Away Edge
Condition Layers (7 factors analyzed)
Dukes 50/10050/100 Flames
James Madison Dukes
50/100 — 36-36 over 6 seasons
Liberty Flames
50/100 — 36-36 over 6 seasons
JMU rates 50/100 vs LIB at 50/100 — a 0-point gap in program quality.
Dukes 0/1000/100 Flames
James Madison Dukes
0-0 (0% win rate)
Liberty Flames
0-0 (0% win rate)
JMU is 0-0 vs LIB at 0-0 this season.
Series History (2019–2024)
2–4
2024
LIB wins33 – 19
2023
JMU wins37 – 8
2022
LIB wins35 – 22
2021
LIB wins29 – 23
2020
LIB wins41 – 7
2019
JMU wins27 – 10
6-Season Program History (2019–2024)
James Madison Dukes
36-36 overall2019
6-6
2020
6-6
2021
6-6
2022
6-6
2023
6-6
2024
6-6
AP Ranked in 0 of 6 seasons
Liberty Flames
36-36 overall2019
6-6
2020
6-6
2021
6-6
2022
6-6
2023
6-6
2024
6-6
AP Ranked in 0 of 6 seasons
About this model: Predictions are generated by an XGBoost machine learning model trained on 6+ years of college football data (2019–2025), including win/loss records, scoring offense/defense, AP rankings, strength of schedule, home field advantage, and head-to-head matchup history. Model historical accuracy: ~68%. For entertainment purposes only.
Game Information
Kickoff
Sat, Sep 5, 4:00 PM UTC
Network
ESPNU
Stadium
Unknown Stadium