🏀 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
2023-11-12 Clippers Grizzlies Home 26 41 3 9 16 23 20 25 85 34 23 L L
2023-11-12 Trail Blazers Lakers Away 29 38 8 2 16 25 28 29 90 37 9 L L
2023-11-12 Timberwolves Warriors Away 27 47 6 8 14 19 29 25 82 27 30 W W
2023-11-12 Suns Thunder Home 20 51 7 4 17 19 29 30 83 29 31 W L
2023-11-12 Nuggets Rockets Away 24 49 5 3 11 20 30 20 91 32 14 L L
2023-11-12 Rockets Nuggets Home 20 45 4 7 9 16 23 23 87 32 29 W W
2023-11-12 Nets Wizards Home 22 66 6 6 19 18 30 19 98 49 20 W W
2023-11-12 Pistons Bulls Away 26 49 6 4 16 19 31 19 88 32 26 L L
2023-11-12 Mavericks Pelicans Away 29 42 6 7 6 19 34 33 102 53 21 L W
2023-11-12 Lakers Trail Blazers Home 27 41 4 8 9 11 31 25 84 19 37 W W
2023-11-12 Bulls Pistons Home 22 40 6 12 7 21 22 33 91 30 25 W W
2023-11-12 Knicks Hornets Home 25 40 4 8 9 18 32 32 87 36 30 W W
2023-11-12 Pacers 76ers Away 31 32 9 8 10 14 27 33 90 39 19 L L
2023-11-12 Pelicans Mavericks Home 31 54 3 2 18 20 27 27 92 36 22 W L
2023-11-12 76ers Pacers Home 28 54 7 5 12 15 38 31 105 33 20 W W
2023-11-12 Grizzlies Clippers Away 25 41 6 7 16 23 33 19 88 41 24 L W
2023-11-12 Wizards Nets Away 20 42 3 14 12 15 15 26 88 41 25 L L
2023-11-12 Heat Spurs Away 26 41 3 7 7 12 15 35 89 31 30 L W
2023-11-12 Warriors Timberwolves Home 24 51 0 9 14 28 31 20 96 43 28 L L
2023-11-12 Thunder Suns Away 23 33 8 9 9 21 29 25 82 27 25 L W