🏀 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
2025-11-20 Spurs Hawks Home 34 43 4 10 10 15 28 46 91 40 30 W W
2025-11-20 Hawks Spurs Away 30 39 6 7 16 24 34 26 87 37 13 L L
2025-11-19 Heat Warriors Home 30 52 3 10 14 17 29 20 96 35 26 W W
2025-11-19 Timberwolves Wizards Home 28 50 4 11 9 15 34 37 94 38 32 W W
2025-11-19 Hornets Pacers Away 28 48 2 7 12 18 33 21 107 45 22 L L
2025-11-19 Trail Blazers Bulls Home 27 64 5 10 15 16 29 29 107 42 32 W L
2025-11-19 Pelicans Nuggets Home 25 44 5 12 12 24 30 28 98 34 31 W L
2025-11-19 Wizards Timberwolves Away 25 43 6 6 17 26 29 17 88 32 12 L L
2025-11-19 Knicks Mavericks Away 27 49 10 8 9 22 24 28 93 42 35 W W
2025-11-19 Pacers Hornets Home 32 43 8 5 15 22 38 32 85 38 23 W W
2025-11-19 Mavericks Knicks Home 23 50 5 6 17 26 25 25 85 44 30 W L
2025-11-19 Kings Thunder Away 21 45 0 12 18 22 25 25 86 28 23 L L
2025-11-19 76ers Raptors Home 24 41 6 11 21 20 28 28 87 35 18 L L
2025-11-19 Raptors 76ers Away 33 31 2 12 14 19 33 20 84 29 24 L W
2025-11-19 Rockets Cavaliers Away 23 51 4 9 13 23 33 24 90 24 27 W W
2025-11-19 Bulls Trail Blazers Away 36 38 9 10 16 26 28 34 96 49 14 L W
2025-11-19 Cavaliers Rockets Home 20 39 5 4 12 18 19 21 81 39 32 L L
2025-11-19 Nuggets Pelicans Away 35 41 1 8 20 26 26 36 83 31 27 W W
2025-11-19 Warriors Heat Away 24 62 5 8 21 20 20 25 95 49 20 W L
2025-11-19 Thunder Kings Home 22 45 10 9 16 21 27 31 88 38 23 W W