🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-08-08 06:00:07  ·  138,694 total games

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124,824
Training Games
13,870
Testing Games
138,694
Total Games
🔧 Feature Columns
home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away R = Rebounds B = Blocks S = Steals TO = Turnovers F = Fouls Q1/Q2 = Quarter Points FGA = Field Goals Attempted 3FA = 3-Pointers Attempted FTA = Free Throws Attempted
Date Team Opp H/A A R B S TO F Q1 Q2 FGA 3FA FTA P A
2025-10-29 Grizzlies Suns Away 31 41 3 12 17 17 27 22 93 38 13 L W
2025-10-29 Pacers Mavericks Away 20 52 7 8 12 29 30 25 106 45 28 L L
2025-10-29 Cavaliers Celtics Away 25 42 4 6 14 22 42 18 87 52 24 L L
2025-10-29 Hawks Nets Away 33 44 8 11 8 26 34 30 93 33 22 W W
2025-10-29 Magic Pistons Away 22 43 5 5 16 27 36 28 83 31 40 L L
2025-10-29 Nets Hawks Home 23 47 4 4 16 17 27 24 88 37 27 L L
2025-10-29 Raptors Rockets Home 29 22 2 6 10 26 30 33 85 40 19 L L
2025-10-29 Trail Blazers Jazz Away 34 39 5 14 16 33 33 46 96 55 27 W W
2025-10-29 Pelicans Nuggets Away 17 36 3 9 13 15 25 22 85 34 29 L L
2025-10-29 Suns Grizzlies Home 25 40 4 11 20 20 26 27 86 40 17 L L
2025-10-28 Bucks Knicks Home 27 38 8 7 13 21 27 32 79 34 24 W W
2025-10-28 Clippers Warriors Away 10 47 2 7 13 5 25 24 82 33 16 L L
2025-10-28 Kings Thunder Away 21 46 3 11 17 16 29 33 85 29 21 W L
2025-10-28 76ers Wizards Away 26 55 11 7 14 21 32 36 100 42 37 W W
2025-10-28 Warriors Clippers Home 24 42 3 11 13 15 33 13 86 45 4 W W
2025-10-28 Knicks Bucks Away 24 45 2 9 13 21 26 45 92 40 23 W L
2025-10-28 Hornets Heat Away 26 41 3 9 17 18 34 26 90 45 23 L L
2025-10-28 Heat Hornets Home 34 37 2 8 11 16 37 39 96 45 22 W W
2025-10-28 Thunder Kings Home 26 44 10 11 15 19 24 34 92 44 10 W W
2025-10-28 Wizards 76ers Home 33 50 5 10 15 30 40 32 107 43 21 W L