🏀 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
2025-01-25 Magic Pistons Home 22 40 4 8 14 23 18 36 83 33 38 L W
2025-01-25 Bulls 76ers Home 24 54 3 6 19 16 28 25 85 38 20 W L
2025-01-25 Heat Nets Away 22 51 6 9 22 23 24 29 79 28 24 W W
2025-01-25 Jazz Grizzlies Away 27 40 5 8 17 22 31 26 92 47 16 L L
2025-01-25 Grizzlies Jazz Home 28 45 9 10 16 19 35 30 84 38 34 W W
2025-01-25 Bucks Clippers Away 24 42 5 2 13 21 28 31 79 35 34 L L
2025-01-25 Lakers Warriors Away 29 42 2 8 12 13 27 32 86 29 17 W W
2025-01-25 Pacers Spurs Away 32 50 9 14 10 20 33 32 102 39 14 W W
2025-01-25 Suns Wizards Home 23 53 4 4 10 11 35 33 90 40 28 W W
2025-01-25 Pistons Magic Away 22 41 5 11 16 25 30 23 86 25 28 L L
2025-01-25 Raptors Hawks Away 31 51 7 11 21 20 22 33 90 30 25 W W
2025-01-25 Pelicans Hornets Away 21 39 5 8 13 17 23 22 84 31 26 L L
2025-01-25 Hornets Pelicans Home 28 48 5 11 14 18 31 32 84 50 25 W W
2025-01-25 Celtics Mavericks Away 33 51 5 4 5 24 25 34 103 52 19 W W
2025-01-25 Clippers Bucks Home 19 47 3 8 6 23 28 30 97 34 28 W W
2025-01-25 Wizards Suns Away 28 37 5 8 8 17 24 29 90 41 9 L L
2025-01-25 Spurs Pacers Home 22 44 5 9 22 17 24 26 85 32 25 L L
2025-01-25 Timberwolves Nuggets Home 38 45 4 14 16 14 40 31 95 30 15 W W
2025-01-25 76ers Bulls Away 23 40 4 10 8 15 30 30 92 45 17 L W
2025-01-25 Mavericks Celtics Home 18 49 8 2 12 20 29 20 88 22 28 L L