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 ⇅ |
|---|---|---|---|
| St. John's #10 (30-6) @ Duke #1 (34-2) | Duke (73.3%) | 07:10 PM | 87 |
| Alabama #18 (25-9) @ Michigan #3 (33-3) | Michigan (71.1%) | 07:35 PM | 84 |
| Tennessee #23 (24-11) @ Iowa State #6 (29-7) | Iowa State (65.0%) | 10:10 PM | 90 |
| Michigan State #11 (27-7) @ UConn #7 (31-5) | UConn (56.6%) | 09:45 PM | 98 |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| St. John's #10 (30-6) @ Duke #1 (34-2) | Duke (73.3%) | 07:10 PM | 87 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Michigan State #11 (27-7) @ UConn #7 (31-5) | UConn (56.6%) | 09:45 PM | 98 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Alabama @ Michigan | Alabama DOG | 28.9% | +440 | ⭐⭐⭐ +56.2% | 07:35 PM |
| Duke vs St. John's | Duke FAV | 73.3% | -258 | ⭐ +1.7% | 07:10 PM |
| UConn vs Michigan State | UConn FAV | 56.6% | -130 | ⭐ +0.2% | 09:45 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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