🏀 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
2024-12-05 Cavaliers Nuggets Home 32 47 3 9 15 17 37 29 94 48 16 W W
2024-12-05 Suns Pelicans Away 32 46 3 10 17 15 33 32 85 45 26 W L
2024-12-05 Kings Grizzlies Away 19 46 1 11 13 23 32 30 98 35 28 L L
2024-12-05 Spurs Bulls Home 26 41 4 11 11 17 22 35 95 28 39 W L
2024-12-05 Rockets Warriors Away 20 45 9 9 8 20 22 21 93 38 17 L L
2024-12-05 Mavericks Wizards Away 27 58 12 8 15 16 31 37 89 38 27 W W
2024-12-05 Raptors Thunder Home 24 51 7 5 20 16 17 25 90 45 20 L L
2024-12-05 Bulls Spurs Away 36 50 5 6 17 26 36 37 90 37 23 W W
2024-12-05 Pelicans Suns Home 23 44 4 13 13 24 34 20 95 36 25 W W
2024-12-05 Thunder Raptors Away 28 55 11 15 6 16 34 33 102 47 17 W W
2024-12-05 Nuggets Cavaliers Away 25 49 5 12 15 13 27 35 96 24 22 W L
2024-12-05 Wizards Mavericks Home 25 39 3 10 12 19 22 28 99 40 15 L L
2024-12-04 Nets Pacers Home 24 43 6 12 12 18 24 27 81 36 23 W W
2024-12-04 Timberwolves Clippers Away 31 50 5 15 14 16 33 26 85 44 18 W W
2024-12-04 Bucks Hawks Home 23 40 4 7 18 22 35 24 78 45 35 W L
2024-12-04 Hawks Bucks Away 29 54 3 16 11 25 38 32 102 32 22 W W
2024-12-04 Pistons Celtics Away 27 34 5 10 18 21 24 34 84 39 18 L L
2024-12-04 Clippers Timberwolves Home 13 46 2 7 21 16 14 18 83 40 13 L L
2024-12-04 Heat Lakers Home 42 52 5 11 15 16 34 35 90 47 9 W W
2024-12-04 Magic 76ers Away 21 42 7 13 13 18 34 19 84 29 21 W W