🏀 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
2023-12-15 Pistons 76ers Away 19 42 7 3 21 25 22 17 81 21 23 L L
2023-12-15 Hornets Pelicans Home 18 39 4 7 8 24 20 19 92 31 21 L L
2023-12-15 Grizzlies Rockets Home 19 48 8 4 18 24 29 26 92 40 15 L L
2023-12-15 Pacers Wizards Away 35 41 8 7 15 25 37 18 107 40 16 L L
2023-12-15 Lakers Spurs Away 32 43 5 5 6 15 22 40 89 36 28 W L
2023-12-15 Pelicans Hornets Away 24 49 5 4 16 17 21 29 80 27 32 W W
2023-12-15 Rockets Grizzlies Away 18 51 10 10 11 19 14 31 88 29 32 W W
2023-12-15 Suns Knicks Home 30 33 3 4 12 17 30 38 90 28 21 L L
2023-12-15 Hawks Raptors Away 34 55 4 4 14 19 30 29 101 41 6 W W
2023-12-15 76ers Pistons Home 24 54 8 17 12 23 26 35 98 37 31 W W
2023-12-15 Raptors Hawks Home 30 32 6 8 14 19 24 25 77 31 25 W L
2023-12-15 Celtics Magic Home 31 34 7 14 11 22 30 34 92 42 20 W W
2023-12-15 Knicks Suns Away 28 38 5 9 11 20 31 32 82 29 28 W W
2023-12-15 Magic Celtics Away 25 45 2 5 21 22 24 27 87 35 18 L L
2023-12-15 Spurs Lakers Home 35 45 5 5 9 19 42 27 95 42 19 W W
2023-12-15 Wizards Pacers Home 36 47 8 7 19 18 30 39 92 27 26 W W
2023-12-14 Clippers Warriors Home 27 40 9 6 14 20 29 40 81 32 30 W W
2023-12-14 Mavericks Timberwolves Home 21 34 2 6 16 19 30 30 83 32 18 L L
2023-12-14 Cavaliers Celtics Away 21 39 1 7 16 18 24 30 83 33 17 L L
2023-12-14 Trail Blazers Jazz Home 30 49 4 9 11 12 30 24 103 45 18 W L