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 ⇅ |
|---|---|---|---|
| Pennsylvania (17-11) @ Yale (24-5) | Yale (76.7%) | 12:00 PM | 48 |
| Purdue #18 (26-8) @ Michigan #3 (31-2) | Michigan (70.7%) | 03:30 PM | 84 |
| Wichita State (22-10) @ South Florida (24-8) | South Florida (69.9%) | 03:15 PM | 55 |
| Dayton (23-10) @ VCU (26-7) | VCU (63.0%) | 01:00 PM | 62 |
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) DOG | 01:00 PM | 100 |
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 |
|---|---|---|---|
| Pennsylvania (17-11) @ Yale (24-5) | Yale (76.7%) | 12:00 PM | 48 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) DOG | 01:00 PM | 100 |
| Dayton (23-10) @ VCU (26-7) | VCU (63.0%) | 01:00 PM | 62 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Dayton (23-10) @ VCU (26-7) | VCU (63.0%) | 01:00 PM | 62 |
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) DOG | 01:00 PM | 100 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) DOG | +10.1% | 01:00 PM | 100 |
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Arkansas vs Vanderbilt | Arkansas DOG | 52.9% | +124 | ⭐⭐ +18.8% | 01:00 PM |
| Pennsylvania @ Yale | Pennsylvania DOG | 23.3% | +395 | ⭐⭐ +15.4% | 12:00 PM |
| VCU vs Dayton | VCU FAV | 63.0% | -156 | ⭐ +3.3% | 01:00 PM |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) | +10.1% | 01:00 PM | 100 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Vanderbilt #22 (26-7) @ Arkansas #17 (25-8) | Arkansas (52.9%) | +10.1% | 01:00 PM | 100 |