Daily win/loss predictions and value edges vs closing lines
Calibrated XGBoost | 2022-2026 (Transfer Portal Era)
LIVE
Today
MAR 26
Total Games
4
Model
XGBoost
Features
144
Training Set
25,500+
Season
2025-26

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
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

Model Explainability (SHAP Analysis)

SHAP (SHapley Additive exPlanations) values show which features have the most impact on our model's predictions. The values below represent the mean absolute SHAP value across all 4 games today.

XGBoost Win/Loss Model

Feature importance for win/loss predictions. Higher values indicate stronger influence on the predicted outcome.

Away Team Implied Probability
0.2150
Srs Diff Rolling
0.1605
Point Spread
0.0826
Conference Game True
0.0780
Quality Dominance Diff
0.0561
Home Team Implied Probability
0.0436
Signal Agreement
0.0326
Away True Shooting Pct
0.0289
Dominance Diff
0.0284
Away Turnover Ratio
0.0280
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