🏀 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
2025-12-06 Wizards Hawks Home 29 26 5 6 20 18 28 27 80 38 19 L L
2025-12-06 Mavericks Rockets Home 22 31 4 13 12 14 29 28 82 19 20 W W
2025-12-06 Pelicans Nets Away 30 36 3 9 15 15 24 20 82 25 22 L L
2025-12-06 Rockets Mavericks Away 22 37 6 8 18 20 26 31 87 29 13 L L
2025-12-06 Nets Pelicans Home 36 45 7 6 16 17 35 27 89 35 14 W W
2025-12-06 Clippers Timberwolves Away 16 35 3 8 10 28 34 22 85 29 25 L L
2025-12-05 Mavericks Thunder Away 28 35 3 2 11 17 27 21 86 37 20 L L
2025-12-05 Heat Magic Away 23 44 8 4 15 18 28 32 80 19 27 W L
2025-12-05 Bulls Pacers Home 21 46 2 7 18 15 33 24 77 35 29 W L
2025-12-05 Hornets Raptors Away 26 47 6 14 24 20 18 35 74 36 33 W W
2025-12-05 Clippers Grizzlies Away 22 37 2 11 16 18 33 25 80 44 17 L L
2025-12-05 Hawks Nuggets Home 35 45 2 8 12 25 41 32 95 46 16 W L
2025-12-05 Lakers Celtics Away 15 35 2 8 14 14 17 29 77 35 29 L L
2025-12-05 Rockets Suns Home 25 40 8 9 21 20 24 44 76 18 19 W W
2025-12-05 Thunder Mavericks Home 30 43 3 5 6 21 27 36 84 30 28 W W
2025-12-05 Celtics Lakers Home 31 38 5 9 14 20 39 30 84 45 12 W W
2025-12-05 Pistons Trail Blazers Home 24 37 7 8 13 29 30 35 82 24 48 W W
2025-12-05 Pacers Bulls Away 24 35 8 13 13 21 30 32 84 39 16 W W
2025-12-05 Grizzlies Clippers Home 28 42 4 9 15 18 30 24 78 28 18 W W
2025-12-05 Cavaliers Spurs Home 32 48 4 10 14 22 30 34 86 26 29 W W