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 ⇅ |
|---|---|---|---|
| Sam Houston (22-11) @ New Mexico (23-10) | New Mexico (90.5%) | 09:00 PM | 30 |
| Murray State (20-12) @ Nevada (22-12) | Nevada (80.0%) | 10:00 PM | 40 |
| Kent State (24-9) @ Illinois State (20-12) | Illinois State (77.6%) | 08:00 PM | 42 |
| UIC (19-15) @ California (21-11) | California (76.1%) | 11:00 PM | 24 |
| Navy (26-7) @ Wake Forest (17-16) | Wake Forest (73.0%) | 07:00 PM | 37 |
| Saint Joseph's (23-11) @ Colorado State (21-12) | Colorado State (69.3%) | 11:00 PM | 51 |
| George Washington (18-15) @ Utah Valley (25-8) | Utah Valley (60.4%) | 08:00 PM | 50 |
| Dayton (23-11) @ Bradley (21-12) | Bradley (58.3%) DOG | 09:00 PM | 62 |
| Lehigh (18-16) @ Prairie View A&M (18-17) | Prairie View A&M (52.1%) | 06:40 PM | 53 |
| SMU (20-13) @ Miami (OH) (31-1) | Miami (OH) (51.6%) | 09:15 PM | 73 |
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 |
|---|---|---|---|
| Sam Houston (22-11) @ New Mexico (23-10) | New Mexico (90.5%) | 09:00 PM | 30 |
| Murray State (20-12) @ Nevada (22-12) | Nevada (80.0%) | 10:00 PM | 40 |
| Kent State (24-9) @ Illinois State (20-12) | Illinois State (77.6%) | 08:00 PM | 42 |
| UIC (19-15) @ California (21-11) | California (76.1%) | 11:00 PM | 24 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| SMU (20-13) @ Miami (OH) (31-1) | Miami (OH) (51.6%) | 09:15 PM | 73 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| George Washington (18-15) @ Utah Valley (25-8) | Utah Valley (60.4%) | 08:00 PM | 50 |
| Dayton (23-11) @ Bradley (21-12) | Bradley (58.3%) DOG | 09:00 PM | 62 |
| Lehigh (18-16) @ Prairie View A&M (18-17) | Prairie View A&M (52.1%) | 06:40 PM | 53 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Lehigh (18-16) @ Prairie View A&M (18-17) | Prairie View A&M (52.1%) | +4.3% | 06:40 PM | 53 |
| SMU (20-13) @ Miami (OH) (31-1) | Miami (OH) (51.6%) | +28.2% | 09:15 PM | 73 |
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Miami (OH) vs SMU | Miami (OH) DOG | 51.6% | +310 | ⭐⭐⭐ +111.7% | 09:15 PM |
| Prairie View A&M vs Lehigh | Prairie View A&M DOG | 52.1% | +100 | ⭐ +4.2% | 06:40 PM |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| SMU (20-13) @ Miami (OH) (31-1) | Miami (OH) (51.6%) | +28.2% | 09:15 PM | 73 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| SMU (20-13) @ Miami (OH) (31-1) | Miami (OH) (51.6%) | +28.2% | 09:15 PM | 73 |