Model Information
- XGBoost Win/Loss Model: 144 features, trained on ~25,500 games (2022-2026 transfer portal era, 1.5x recency weighting)
- XGBoost Points Model: 143 features, trained on ~39,700 samples (2023-2026 current scoring era, 8.0x weighting on 2026 games)
- Walk-Forward Validated Accuracy: 75.6% (77.8% excluding COVID 2021 season)
- Points Model Performance: MAE 6.10, R² 0.671 (improved with aggressive current-year weighting)
- Prediction Features: Uses 2026 season rolling stats (current team performance, updated daily)
- Confidence Penalties: 15% neutral site reduction, 10% underdog reduction (ML strategies)
📅 All Games Today
| Game | Prediction ⇅ | Time (ET) ⇅ | Hype Level ⇅ |
|---|---|---|---|
| Mississippi Valley State (1-8) @ Kansas State (5-4) | Kansas State (93.3%) | 08:00 PM | 7 |
| Southern (4-4) @ Texas (6-3) | Texas (91.1%) | 08:00 PM | 9 |
| South Carolina State (0-9) @ Charleston Southern (6-5) | Charleston Southern (77.4%) | 07:00 PM | 23 |
| Grambling (3-5) @ Southern Miss (5-4) | Southern Miss (75.4%) | 08:00 PM | 25 |
| Lafayette (3-7) @ Pennsylvania (5-4) | Pennsylvania (71.3%) | 06:00 PM | 29 |
| Incarnate Word (5-4) @ New Orleans (3-7) | Incarnate Word (51.5%) | 08:00 PM | 48 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| South Carolina State (0-9) @ Charleston Southern (6-5) | Charleston Southern (77.4%) | 07:00 PM | 23 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Lafayette (3-7) @ Pennsylvania (5-4) | Pennsylvania (71.3%) | 06:00 PM | 29 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Incarnate Word (5-4) @ New Orleans (3-7) | Incarnate Word (51.5%) | 08:00 PM | 48 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Pennsylvania vs Lafayette | Pennsylvania FAV | 71.3% | -235 | ⭐ +1.6% | 06:00 PM |
| Game | Prediction | Time (ET) | Hype Level |
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| Game | Prediction | Edge | Time (ET) | Hype Level |
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| Game | Prediction | Edge | Time (ET) | Hype Level |
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