Daily win/loss predictions and value edges vs closing lines
Calibrated XGBoost | 2022-2026 (Transfer Portal Era)
LIVE
Today
DEC 11
Total Games
10
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
Alabama State (3-6) @ Missouri (8-2) Missouri (96.3%) 08:00 PM 14
Western Carolina (4-5) @ Virginia Tech (8-2) Virginia Tech (96.2%) 07:00 PM 14
Iowa (8-1) @ Iowa State #4 (9-0) Iowa State (92.6%) 08:00 PM 47
Saint Joseph's (6-3) @ Syracuse (5-3) Syracuse (92.6%) 09:00 PM 32
Coastal Georgia (0-2) @ Georgia Southern (6-5) Georgia Southern (89.6%) 07:00 PM 10
Trinity Baptist (0-1) @ Jacksonville (4-5) Jacksonville (89.2%) 07:00 PM 11
North Dakota State (7-3) @ Cal State Bakersfield (4-6) North Dakota State (79.4%) 09:30 PM 21
UT Arlington (6-3) @ UT Rio Grande Valley (3-5) UT Rio Grande Valley (66.6%) 07:30 PM 33
Green Bay (4-7) @ IU Indianapolis (3-8) Green Bay (64.7%) 06:30 PM 35
App State (5-5) @ East Carolina (3-6) East Carolina (62.9%) 07:00 PM 37
Game Prediction Time (ET) Hype Level
North Dakota State (7-3) @ Cal State Bakersfield (4-6) North Dakota State (79.4%) 09:30 PM 21
UT Arlington (6-3) @ UT Rio Grande Valley (3-5) UT Rio Grande Valley (66.6%) DOG 07:30 PM 33
Green Bay (4-7) @ IU Indianapolis (3-8) Green Bay (64.7%) 06:30 PM 35
Saint Joseph's (6-3) @ Syracuse (5-3) Syracuse (92.6%) DOG 09:00 PM 32
Iowa (8-1) @ Iowa State #4 (9-0) Iowa State (92.6%) DOG 08:00 PM 47
Game Prediction Time (ET) Hype Level
UT Arlington (6-3) @ UT Rio Grande Valley (3-5) UT Rio Grande Valley (66.6%) 07:30 PM 33
Green Bay (4-7) @ IU Indianapolis (3-8) Green Bay (64.7%) 06:30 PM 35
Game Prediction Edge Time (ET) Hype Level
Game Pick Confidence Moneyline Expected Value Time (ET)
UT Rio Grande Valley vs UT Arlington UT Rio Grande Valley FAV 66.6% -138 ⭐⭐ +14.7% 07:30 PM
Green Bay @ IU Indianapolis Green Bay FAV 64.7% -135 ⭐⭐ +12.7% 06:30 PM
North Dakota State @ Cal State Bakersfield North Dakota State FAV 79.4% -245 ⭐⭐ +11.8% 09:30 PM
Game Prediction Time (ET) Hype Level
North Dakota State (7-3) @ Cal State Bakersfield (4-6) North Dakota State (79.4%) 09:30 PM 21
Game Prediction Edge Time (ET) Hype Level
North Dakota State (7-3) @ Cal State Bakersfield (4-6) North Dakota State (79.4%) +11.4% 09:30 PM 21
UT Arlington (6-3) @ UT Rio Grande Valley (3-5) UT Rio Grande Valley (66.6%) +10.8% 07:30 PM 33
Green Bay (4-7) @ IU Indianapolis (3-8) Green Bay (64.7%) +9.5% 06:30 PM 35
Saint Joseph's (6-3) @ Syracuse (5-3) Syracuse (92.6%) +8.8% 09:00 PM 32
Iowa (8-1) @ Iowa State #4 (9-0) Iowa State (92.6%) +7.8% 08:00 PM 47
Game Prediction Edge Time (ET) Hype Level
North Dakota State (7-3) @ Cal State Bakersfield (4-6) North Dakota State (79.4%) +11.4% 09:30 PM 21
UT Arlington (6-3) @ UT Rio Grande Valley (3-5) UT Rio Grande Valley (66.6%) +10.8% 07:30 PM 33

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 10 games today.

XGBoost Win/Loss Model

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

Srs Diff Rolling
0.5786
Away Offensive Rating
0.3931
Home Defensive Rating
0.3597
Away Defensive Rating
0.2891
Home Offensive Rating
0.2656
Point Spread
0.2328
Away Team Win %
0.1810
Away Team Implied Probability
0.1068
Away Last10 Margin
0.0909
Home Team Win %
0.0738
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