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WEEK 10
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TBDAI PredictionNotre Dame Fighting Irish @ NAVY
Saturday, October 31, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 81% confidence
Navy MidshipmenWIN PROBABILITYNotre Dame Fighting Irish
37%
63%
MODEL PICK
Notre Dame Fighting Irish
CONFIDENCE
81%
0
Home Edge
4
Neutral
3
Away Edge
Condition Layers (7 factors analyzed)
Midshipmen 50/10082/100 Irish
Navy Midshipmen
50/100 — 36-36 over 6 seasons
Notre Dame Fighting Irish
82/100 — 66-14 over 6 seasons
NAVY rates 50/100 vs Notre Dame Fighting Irish at 82/100 — a 32-point gap in program quality.
Midshipmen 0/1000/100 Irish
Navy Midshipmen
0-0 (0% win rate)
Notre Dame Fighting Irish
0-0 (0% win rate)
NAVY is 0-0 vs Notre Dame Fighting Irish at 0-0 this season.
Series History (2019–2024)
1–5
2024
Irish wins26 – 10
2023
Irish wins33 – 16
2022
NAVY wins37 – 15
2021
Irish wins35 – 31
2020
Irish wins29 – 19
2019
Irish wins41 – 30
6-Season Program History (2019–2024)
Navy Midshipmen
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
Notre Dame Fighting Irish
66-14 overall2019
10-2AP #4
2020
10-2AP #4
2021
11-2AP #5
2022
9-4AP #9
2023
12-2AP #6
2024
14-2AP #1
AP Ranked in 6 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, Oct 31, 4:00 PM UTC
Network
TBD
Stadium
Unknown Stadium