Daily win/loss predictions and value edges vs closing lines
Calibrated XGBoost | 2022-2026 (Transfer Portal Era)
LIVE
Today
MAR 22
Total Games
14
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
Utah State (29-6) @ Arizona #2 (33-2) Arizona (83.0%) 07:50 PM 62
Iowa (22-12) @ Florida #4 (27-7) Florida (82.5%) 07:10 PM 62
Miami #25 (26-8) @ Purdue #8 (28-8) Purdue (77.8%) 12:10 PM 77
Seattle U (21-13) @ Auburn (18-16) Auburn (76.5%) 06:30 PM 24
Illinois State (21-12) @ Wake Forest (18-16) Wake Forest (76.1%) 04:30 PM 24
George Washington (19-15) @ New Mexico (24-10) New Mexico (75.6%) 08:00 PM 34
Kentucky (22-13) @ Iowa State #6 (28-7) Iowa State (67.9%) 02:45 PM 72
UNLV (18-16) @ Tulsa (27-7) Tulsa (65.5%) 07:00 PM 44
UCLA (24-11) @ UConn #7 (30-5) UConn (64.6%) 08:45 PM 75
Saint Joseph's (23-11) @ California (22-11) California (61.9%) 09:00 PM 58
Wichita State (23-11) @ Oklahoma State (20-14) Oklahoma State (58.9%) 08:30 PM 41
Texas Tech #20 (23-10) @ Alabama #18 (24-9) Alabama (57.1%) DOG 09:45 PM 98
Tennessee #23 (23-11) @ Virginia #9 (30-5) Virginia (51.8%) DOG 06:10 PM 100
St. John's #10 (29-6) @ Kansas #17 (24-10) Kansas (51.5%) DOG 05:15 PM 100
Game Prediction Time (ET) Hype Level
Miami #25 (26-8) @ Purdue #8 (28-8) Purdue (77.8%) 12:10 PM 77
UNLV (18-16) @ Tulsa (27-7) Tulsa (65.5%) 07:00 PM 44
Game Prediction Time (ET) Hype Level
Wichita State (23-11) @ Oklahoma State (20-14) Oklahoma State (58.9%) 08:30 PM 41
Texas Tech #20 (23-10) @ Alabama #18 (24-9) Alabama (57.1%) DOG 09:45 PM 98
Tennessee #23 (23-11) @ Virginia #9 (30-5) Virginia (51.8%) DOG 06:10 PM 100
St. John's #10 (29-6) @ Kansas #17 (24-10) Kansas (51.5%) DOG 05:15 PM 100
Game Prediction Edge Time (ET) Hype Level
Texas Tech #20 (23-10) @ Alabama #18 (24-9) Alabama (57.1%) DOG +0.0% 09:45 PM 98
St. John's #10 (29-6) @ Kansas #17 (24-10) Kansas (51.5%) DOG +11.4% 05:15 PM 100
Game Pick Confidence Moneyline Expected Value Time (ET)
Seattle U @ Auburn Seattle U DOG 23.5% +700 ⭐⭐⭐ +87.9% 06:30 PM
Kansas vs St. John's Kansas DOG 51.5% +140 ⭐⭐⭐ +23.6% 05:15 PM
Saint Joseph's @ California Saint Joseph's DOG 38.1% +200 ⭐⭐ +14.3% 09:00 PM
Game Prediction Time (ET) Hype Level
Game Prediction Edge Time (ET) Hype Level
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 14 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
0.1927
Srs Diff Rolling
0.1793
Point Spread
0.1791
Conference Game True
0.0775
Quality Dominance Diff
0.0565
Home Team Implied Probability
0.0422
Signal Agreement
0.0368
Away Moneyline
0.0327
Away True Shooting Pct
0.0292
Away Opp Fg Pct
0.0286
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