Breaking Vegas - Daily Predictions | Monday, December 15, 2025

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 ⇅
East-West University (0-1) @ Southern Indiana (3-7)	Southern Indiana (95.1%)	08:00 PM	5
08:00 PM East-West University @ Southern Indiana 0-1 vs 3-7 East-West University 4.9% Southern Indiana 95.1% Model Pick Southern Indiana 95.1% Pick Spread N/A Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE East-West University 72 vs Southern Indiana 90 Total 162.0 Margin +17.4
Niagara (2-8) @ VCU (6-4)	VCU (94.6%)	07:00 PM	5
07:00 PM Niagara @ VCU 2-8 vs 6-4 Niagara 5.4% VCU 94.6% Model Pick VCU 94.6% Pick Spread VCU -31.5 Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Niagara 61 vs VCU 87 Total 148.0 Margin +25.2 Spread DOG COVERS @69% Diff -6.3 Vegas O/U BET OVER 142.5 @66%
Bryan (TN) (0-3) @ Samford (5-6)	Samford (92.9%)	01:00 PM	7
01:00 PM Bryan (TN) @ Samford 0-3 vs 5-6 Bryan (TN) 7.1% Samford 92.9% Model Pick Samford 92.9% Pick Spread N/A Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Bryan (TN) 70 vs Samford 84 Total 153.7 Margin +13.7
Incarnate Word (5-5) @ TCU (6-3)	TCU (92.8%)	08:00 PM	7
08:00 PM Incarnate Word @ TCU 5-5 vs 6-3 Incarnate Word 7.2% TCU 92.8% Model Pick TCU 92.8% Pick Spread TCU -19.5 Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Incarnate Word 68 vs TCU 81 Total 149.1 Margin +12.5 Spread DOG COVERS @70% Diff -7.0 Vegas O/U BET OVER 143.2 @67%
Rhodes (0-1) @ Stetson (3-8)	Stetson (92.8%)	07:00 PM	7
07:00 PM Rhodes @ Stetson 0-1 vs 3-8 Rhodes 7.2% Stetson 92.8% Model Pick Stetson 92.8% Pick Spread N/A Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Rhodes 74 vs Stetson 88 Total 161.8 Margin +14.8
Ecclesia (0-4) @ Arkansas-Pine Bluff (1-10)	Arkansas-Pine Bluff (92.6%)	07:00 PM	7
07:00 PM Ecclesia @ Arkansas-Pine Bluff 0-4 vs 1-10 Ecclesia 7.4% Arkansas-Pine Bluff 92.6% Model Pick Arkansas-Pine Bluff 92.6% Pick Spread N/A Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Ecclesia 77 vs Arkansas-Pine Bluff 84 Total 160.8 Margin +7.4
East Texas A&M (5-5) @ SE Louisiana (4-6)	SE Louisiana (71.7%)	07:00 PM	28
07:00 PM +5.3% EDGE East Texas A&M @ SE Louisiana 5-5 vs 4-6 East Texas A&M 28.3% SE Louisiana 71.7% Model Pick SE Louisiana 71.7% Pick Spread SE Louisiana -4.0 Home ML -225 Away ML +185 EDGE (VIG ADJ) +5.3% MODEL PROB 71.7% VEGAS TRUE 66.4% VEGAS JUICED 69.2% XGB XGB PREDICTED SCORE East Texas A&M 68 vs SE Louisiana 76 Total 145.0 Margin +8.0 Spread FAV COVERS @61% Diff +3.8 Vegas O/U BET OVER 137.2 @72%
McNeese (9-2) @ Houston Christian (5-5)	McNeese (70.8%)	08:00 PM	39
08:00 PM McNeese @ Houston Christian 9-2 vs 5-5 McNeese 70.8% Houston Christian 29.2% Model Pick McNeese 70.8% Pick Spread McNeese -14.0 Home ML +775 Away ML -1500 EDGE (VIG ADJ) -18.3% MODEL PROB 70.8% VEGAS TRUE 89.1% VEGAS JUICED 93.8% XGB XGB PREDICTED SCORE McNeese 77 vs Houston Christian 70 Total 147.9 Margin -6.9 Spread DOG COVERS @70% Diff -6.8 Vegas O/U BET OVER 138.0 @78%
Wofford (6-4) @ Gardner-Webb (1-11)	Wofford (70.8%)	07:00 PM	29
07:00 PM Wofford @ Gardner-Webb 6-4 vs 1-11 Wofford 70.8% Gardner-Webb 29.2% Model Pick Wofford 70.8% Pick Spread Wofford -11.0 Home ML +425 Away ML -600 EDGE (VIG ADJ) -11.1% MODEL PROB 70.8% VEGAS TRUE 81.8% VEGAS JUICED 85.7% XGB XGB PREDICTED SCORE Wofford 75 vs Gardner-Webb 74 Total 148.5 Margin -1.3 Spread DOG COVERS @78% Diff -10.0 Vegas O/U BET UNDER 155.8 @71%
Wyoming (8-2) @ South Dakota State (7-5)	Wyoming (53.1%)	08:00 PM	62
08:00 PM Wyoming @ South Dakota State 8-2 vs 7-5 Wyoming 53.1% South Dakota State 46.9% Model Pick Wyoming 53.1% Pick Spread Wyoming -5.0 Home ML +160 Away ML -185 EDGE (VIG ADJ) -9.7% MODEL PROB 53.1% VEGAS TRUE 62.8% VEGAS JUICED 64.9% XGB XGB PREDICTED SCORE Wyoming 78 vs South Dakota State 72 Total 149.6 Margin -5.4 Spread FAV COVERS @50% Diff +0.2 Vegas O/U BET OVER 149.5 @50%
North Alabama (5-4) @ Alabama A&M (5-4)	North Alabama (52.0%)	08:00 PM	48
08:00 PM CLOSE North Alabama @ Alabama A&M 5-4 vs 5-4 North Alabama 52.0% Alabama A&M 48.0% Model Pick North Alabama 52.0% Pick Spread North Alabama -3.5 Home ML N/A Away ML -126 XGB XGB PREDICTED SCORE North Alabama 72 vs Alabama A&M 70 Total 142.0 Margin -1.6 Spread DOG COVERS @56% Diff -1.9 Vegas O/U BET OVER 138.5 @61%

RECOMMENDED PICKS CRITERIA

Edge ≥ 4.0 pts • Spread ≤ 12 pts • Confidence ≥ 65%

Game	Prediction	Time (ET)	Hype Level

Game	Prediction	Time (ET)	Hype Level
East Texas A&M (5-5) @ SE Louisiana (4-6)	SE Louisiana (71.7%) DOG	07:00 PM	28
07:00 PM+5.3% EDGE East Texas A&M @ SE Louisiana 5-5 vs 4-6 East Texas A&M 28.3% SE Louisiana 71.7% Model Pick SE Louisiana 71.7% Pick Spread -4.0 Home ML -225 Away ML +185 EDGE (VIG ADJ) +5.3% MODEL PROB 71.7% VEGAS TRUE 66.4% VEGAS JUICED 69.2% XGB XGB PREDICTED SCORE East Texas A&M 68 vs SE Louisiana 76 Total 145.0 Margin +8.0 Spread FAV COVERS @61% Diff +3.8 Vegas O/U BET OVER 137.2 @72%

Game	Prediction	Time (ET)	Hype Level
North Alabama (5-4) @ Alabama A&M (5-4)	North Alabama (52.0%)	08:00 PM	48
08:00 PMCLOSE North Alabama @ Alabama A&M 5-4 vs 5-4 North Alabama 52.0% Alabama A&M 48.0% Model Pick North Alabama 52.0% Pick Spread North Alabama -3.5 Home ML N/A Away ML -126 XGB XGB PREDICTED SCORE North Alabama 72 vs Alabama A&M 70 Total 142.0 Margin -1.6 Spread DOG COVERS @56% Diff -1.9 Vegas O/U BET OVER 138.5 @61%

Game	Prediction	Edge	Time (ET)	Hype Level

Game	Pick	Confidence	Moneyline	Expected Value	Time (ET)
Houston Christian vs McNeese	Houston Christian DOG	29.2%	+775	⭐⭐⭐ +155.3%	08:00 PM
Gardner-Webb vs Wofford	Gardner-Webb DOG	29.2%	+425	⭐⭐⭐ +53.5%	07:00 PM
South Dakota State vs Wyoming	South Dakota State DOG	46.9%	+160	⭐⭐⭐ +22.0%	08:00 PM

Game	Prediction	Time (ET)	Hype Level

Game	Prediction	Edge	Time (ET)	Hype Level
East Texas A&M (5-5) @ SE Louisiana (4-6)	SE Louisiana (71.7%)	+5.3%	07:00 PM	28
07:00 PM+5.3% EDGE East Texas A&M @ SE Louisiana 5-5 vs 4-6 East Texas A&M 28.3% SE Louisiana 71.7% Model Pick SE Louisiana 71.7% Pick Spread -4.0 Home ML -225 Away ML +185 EDGE (VIG ADJ) +5.3% MODEL PROB 71.7% VEGAS TRUE 66.4% VEGAS JUICED 69.2% XGB XGB PREDICTED SCORE East Texas A&M 68 vs SE Louisiana 76 Total 145.0 Margin +8.0 Spread FAV COVERS @61% Diff +3.8 Vegas O/U BET OVER 137.2 @72%

Game	Prediction	Edge	Time (ET)	Hype Level

Model Information

📅 All Games Today

Model Explainability (SHAP Analysis)

XGBoost Win/Loss Model