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 ⇅ |
|---|---|---|---|
| Arkansas #14 (28-8) @ Arizona #2 (34-2) | Arizona (78.4%) | 09:45 PM | 77 |
| Texas (21-14) @ Purdue #8 (29-8) | Purdue (75.8%) | 07:10 PM | 54 |
| Iowa (23-12) @ Nebraska #15 (28-6) | Nebraska (62.4%) | 07:30 PM | 78 |
| Illinois #13 (26-8) @ Houston #5 (30-6) | Houston (59.2%) | 10:05 PM | 96 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Arkansas #14 (28-8) @ Arizona #2 (34-2) | Arizona (78.4%) | 09:45 PM | 77 |
| Texas (21-14) @ Purdue #8 (29-8) | Purdue (75.8%) | 07:10 PM | 54 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Iowa (23-12) @ Nebraska #15 (28-6) | Nebraska (62.4%) | 07:30 PM | 78 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Iowa (23-12) @ Nebraska #15 (28-6) | Nebraska (62.4%) | 07:30 PM | 78 |
| Illinois #13 (26-8) @ Houston #5 (30-6) | Houston (59.2%) | 10:05 PM | 96 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Nebraska vs Iowa | Nebraska FAV | 62.4% | -148 | ⭐ +4.6% | 07:30 PM |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Iowa (23-12) @ Nebraska #15 (28-6) | Nebraska (62.4%) | +5.2% | 07:30 PM | 78 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|