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COLLEGE FOOTBALL
WEEK 3
ACC NetworkAI PredictionETSU @ North Carolina Tar Heels
Saturday, September 12, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 71% confidence
North Carolina Tar HeelsWIN PROBABILITYEast Tennessee State Buccaneers
59%
41%
MODEL PICK
North Carolina Tar Heels
CONFIDENCE
71%
5
Home Edge
2
Neutral
0
Away Edge
Condition Layers (7 factors analyzed)
Heels 61/10050/100 Buccaneers
North Carolina Tar Heels
61/100 — 43-33 over 6 seasons
East Tennessee State Buccaneers
50/100 — 36-36 over 6 seasons
North Carolina Tar Heels rates 61/100 vs ETSU at 50/100 — a 11-point gap in program quality.
Heels 0/1000/100 Buccaneers
North Carolina Tar Heels
0-0 (0% win rate)
East Tennessee State Buccaneers
0-0 (0% win rate)
North Carolina Tar Heels is 0-0 vs ETSU at 0-0 this season.
Series History (2019–2024)
4–2
2024
Heels wins21 – 10
2023
ETSU wins44 – 33
2022
Heels wins38 – 29
2021
Heels wins42 – 33
2020
ETSU wins23 – 16
2019
Heels wins24 – 9
6-Season Program History (2019–2024)
North Carolina Tar Heels
43-33 overall2019
3-9
2020
8-4
2021
11-3AP #10
2022
9-4
2023
8-5
2024
4-8
AP Ranked in 1 of 6 seasons
East Tennessee State Buccaneers
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 12, 4:00 PM UTC
Network
ACC Network
Stadium
Kenan Memorial Stadium