🏀 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
2024-01-01 Heat Clippers Away 24 35 3 7 14 17 35 23 83 34 29 L L
2024-01-01 Clippers Heat Home 25 37 3 10 17 20 23 36 80 29 14 W W
2024-01-01 Raptors Cavaliers Home 25 47 4 5 11 22 41 26 87 30 40 W W
2024-01-01 Trail Blazers Suns Away 21 36 10 6 19 19 29 18 80 30 19 L L
2024-01-01 Knicks Timberwolves Home 23 49 4 7 15 24 23 38 89 34 28 W W
2024-01-01 Suns Trail Blazers Home 24 47 5 10 16 20 20 35 80 29 33 W W
2023-12-31 Grizzlies Kings Home 20 34 1 4 8 14 29 29 82 40 28 L L
2023-12-31 Kings Grizzlies Away 28 59 4 2 13 22 34 36 92 33 17 W W
2023-12-31 Hawks Wizards Away 27 58 3 5 12 18 28 42 95 32 37 W W
2023-12-31 Magic Suns Away 22 45 4 2 15 18 24 34 90 37 12 L L
2023-12-31 Thunder Nets Home 31 46 6 1 15 24 33 26 83 33 20 W W
2023-12-31 Suns Magic Home 21 35 4 11 6 17 37 30 88 27 19 W W
2023-12-31 Celtics Spurs Away 29 57 7 6 11 12 30 35 95 42 22 W W
2023-12-31 Spurs Celtics Home 28 39 1 6 16 17 22 31 94 45 12 L L
2023-12-31 Nets Thunder Away 26 47 2 9 7 21 36 20 100 46 31 L L
2023-12-31 Pelicans Lakers Home 33 47 6 9 13 22 42 32 87 34 27 W W
2023-12-31 Wizards Hawks Home 35 42 9 5 9 21 30 28 98 53 21 W L
2023-12-31 Lakers Pelicans Away 26 35 10 8 13 15 33 24 82 32 25 W L
2023-12-30 Bulls 76ers Home 21 53 5 5 17 15 21 35 79 25 30 W W
2023-12-30 Jazz Heat Home 29 43 6 8 10 25 27 27 93 41 28 W W