🏀 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
2025-03-06 Bulls Magic Away 25 48 7 5 18 31 33 36 86 40 30 W W
2025-03-06 Nets Warriors Home 30 32 5 7 11 24 35 25 87 33 18 L L
2025-03-06 Pelicans Rockets Home 17 41 7 9 15 19 34 25 83 27 33 W L
2025-03-06 Rockets Pelicans Away 33 41 6 10 19 24 31 25 81 29 18 W W
2025-03-06 Knicks Lakers Away 20 46 2 10 13 21 27 33 94 43 32 L L
2025-03-06 Hawks Pacers Home 32 43 4 5 8 16 21 35 94 30 18 W W
2025-03-06 76ers Celtics Away 29 45 5 6 15 15 24 22 95 39 12 L L
2025-03-06 Pacers Hawks Away 27 42 5 5 11 18 31 32 91 39 17 L L
2025-03-06 Lakers Knicks Home 25 49 4 7 16 28 31 20 89 42 28 W W
2025-03-06 Celtics 76ers Home 32 46 6 8 10 16 35 29 91 48 13 W W
2025-03-05 Pistons Clippers Away 27 34 2 5 12 20 26 31 86 35 19 L L
2025-03-05 Kings Nuggets Away 22 45 6 8 12 20 42 23 96 27 14 L L
2025-03-05 Bucks Mavericks Home 29 55 4 6 17 9 43 29 89 35 19 W W
2025-03-05 Nuggets Kings Home 28 46 8 5 13 14 29 26 87 35 30 W W
2025-03-05 Thunder Grizzlies Away 27 39 4 10 11 22 30 31 87 36 19 W W
2025-03-05 Heat Cavaliers Away 29 42 2 7 13 19 32 27 83 36 25 W L
2025-03-05 Grizzlies Thunder Home 21 49 1 9 15 18 28 27 91 34 22 W L
2025-03-05 Wizards Jazz Home 32 45 12 9 9 18 32 30 95 47 29 W W
2025-03-05 Clippers Pistons Home 18 33 6 8 9 16 32 25 80 24 26 L W
2025-03-05 Mavericks Bucks Away 30 30 3 13 10 13 30 23 98 39 10 L L