🏀 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 Nets Heat Home 23 35 5 11 14 21 17 32 80 40 26 L L
2025-01-25 Knicks Kings Home 40 53 4 9 11 13 38 34 105 36 23 W W
2025-01-25 Hawks Raptors Home 28 43 5 14 22 20 27 21 84 37 25 W L
2025-01-25 Cavaliers Rockets Home 28 40 5 4 11 30 27 27 91 39 26 L L
2025-01-24 Trail Blazers Hornets Away 17 47 6 12 16 21 22 28 79 38 39 W W
2025-01-24 Pelicans Grizzlies Away 30 35 3 6 12 10 29 42 83 34 32 W L
2025-01-24 Grizzlies Pelicans Home 38 43 4 8 12 19 33 29 101 42 8 W W
2025-01-24 Cavaliers 76ers Away 30 37 5 10 16 20 33 34 90 52 19 L L
2025-01-24 76ers Cavaliers Home 23 43 6 9 18 16 39 25 87 39 27 W W
2025-01-24 Hornets Trail Blazers Home 20 46 6 9 16 28 30 24 85 31 28 W L
2025-01-23 Bucks Heat Home 32 55 6 5 6 14 27 44 98 40 20 W W
2025-01-23 Trail Blazers Magic Away 23 42 12 14 13 21 18 29 82 28 19 W W
2025-01-23 Kings Nuggets Away 31 53 3 5 13 20 31 21 107 41 19 L L
2025-01-23 Lakers Celtics Home 27 53 3 4 6 14 34 33 89 35 20 W W
2025-01-23 Wizards Clippers Away 24 49 1 14 15 21 20 21 94 46 21 L L
2025-01-23 Hawks Raptors Home 30 36 2 11 14 21 25 34 87 37 30 W L
2025-01-23 Mavericks Thunder Away 25 43 3 9 20 25 33 27 74 31 36 W W
2025-01-23 Heat Bucks Away 26 50 3 3 10 18 30 25 92 51 21 L L
2025-01-23 Thunder Mavericks Home 26 33 4 9 12 27 34 28 88 37 22 L L
2025-01-23 Raptors Hawks Away 32 39 2 10 19 26 35 30 81 21 24 W W