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 (3-29) @ Grambling (13-18) | Grambling (87.3%) | 08:30 PM | 18 |
| Alcorn State (8-22) @ Alabama State (10-21) | Alabama State (71.3%) | 02:00 PM | 34 |
| Detroit Mercy (16-14) @ Robert Morris (22-10) | Robert Morris (67.6%) | 09:30 PM | 37 |
| Weber State (16-15) @ Eastern Washington (13-18) | Eastern Washington (56.2%) | 10:00 PM | 49 |
| Northern Colorado (20-11) @ Montana (16-15) | Montana (50.2%) DOG | 07:30 PM | 55 |
TIERED RECOMMENDATION SYSTEM
⭐ PREMIUM: 80%+ conf, 5+ edge (88.5% win, 69.1% ROI) •
✓ GOOD: 75%+ conf, 7+ edge (82.7% win, 57.9% ROI)
Based on 4,181 game analysis • Updated Feb 9, 2026
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Detroit Mercy (16-14) @ Robert Morris (22-10) | Robert Morris (67.6%) | 09:30 PM | 37 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Weber State (16-15) @ Eastern Washington (13-18) | Eastern Washington (56.2%) | 10:00 PM | 49 |
| Northern Colorado (20-11) @ Montana (16-15) | Montana (50.2%) DOG | 07:30 PM | 55 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Northern Colorado (20-11) @ Montana (16-15) | Montana (50.2%) DOG | +14.5% | 07:30 PM | 55 |
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Montana vs Northern Colorado | Montana DOG | 50.2% | +170 | ⭐⭐⭐ +35.6% | 07:30 PM |
| Weber State @ Eastern Washington | Weber State DOG | 43.8% | +140 | ⭐ +5.1% | 10:00 PM |
| Robert Morris vs Detroit Mercy | Robert Morris FAV | 67.6% | -200 | ⭐ +1.4% | 09:30 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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