🏀 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
2024-02-01 Cavaliers Grizzlies Away 26 48 8 6 14 16 27 24 86 35 18 W W
2024-02-01 Knicks Pacers Home 15 60 7 8 10 14 26 25 103 38 25 W W
2024-02-01 Lakers Celtics Away 30 52 2 11 7 8 28 32 94 36 26 W W
2024-02-01 76ers Jazz Away 27 40 11 6 5 22 39 32 94 32 21 W W
2024-01-31 Bulls Hornets Away 28 44 7 4 10 13 28 29 87 29 22 W W
2024-01-31 Trail Blazers Bucks Home 26 39 1 9 11 20 37 30 92 28 9 W W
2024-01-31 Kings Heat Away 26 44 3 6 9 17 22 33 93 40 18 L L
2024-01-31 Nets Suns Home 28 27 1 11 11 24 30 31 94 39 13 L L
2024-01-31 Wizards Clippers Home 19 45 10 4 13 19 35 25 97 29 15 L L
2024-01-31 Spurs Magic Home 24 41 9 9 19 20 30 21 80 31 24 W L
2024-01-31 Clippers Wizards Away 25 52 7 9 8 16 37 29 100 30 22 W W
2024-01-31 Mavericks Timberwolves Away 18 31 4 4 17 24 21 27 76 29 26 L L
2024-01-31 Timberwolves Mavericks Home 31 45 4 6 10 24 24 28 80 30 30 W W
2024-01-31 Magic Spurs Away 29 45 5 10 16 20 27 30 86 20 23 W W
2024-01-31 Rockets Pelicans Home 19 29 2 11 5 21 25 29 87 44 17 L L
2024-01-31 Pelicans Rockets Away 20 56 6 3 16 22 33 28 82 34 24 W W
2024-01-31 Hornets Bulls Home 25 40 6 4 10 18 27 32 90 46 17 L L
2024-01-31 Heat Kings Home 38 49 2 3 10 16 28 31 84 28 23 W W
2024-01-31 Pistons Cavaliers Away 27 35 3 8 19 17 23 34 81 31 19 L L
2024-01-31 Bucks Trail Blazers Away 27 39 5 7 13 17 38 27 92 45 18 L L