🏀 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
2025-01-17 Raptors Bucks Away 31 43 4 6 12 28 22 35 91 34 24 L L
2025-01-17 Thunder Mavericks Away 24 46 2 7 15 20 26 17 91 46 12 L L
2025-01-17 Bucks Raptors Home 25 44 5 7 13 23 37 35 81 31 41 W W
2025-01-17 Magic Celtics Away 15 37 3 3 8 19 28 26 82 32 31 L L
2025-01-17 Timberwolves Knicks Away 23 46 2 5 15 16 28 35 79 40 14 W W
2025-01-17 Grizzlies Spurs Away 39 41 0 9 7 19 27 35 97 44 15 W W
2025-01-17 Mavericks Thunder Home 25 43 7 11 17 18 22 41 75 41 22 W W
2025-01-17 Pelicans Jazz Home 34 56 8 9 13 24 42 19 100 50 31 W W
2025-01-17 Nets Lakers Away 28 45 6 5 17 14 23 22 82 38 13 L L
2025-01-17 Nuggets Heat Away 35 41 1 5 5 10 30 37 92 33 19 W W
2025-01-17 Spurs Grizzlies Home 29 40 8 4 17 15 29 35 84 36 23 W L
2025-01-17 Jazz Pelicans Away 30 40 8 7 15 20 22 30 86 38 30 L L
2025-01-17 Hornets Bulls Away 26 44 2 9 12 13 36 37 96 34 20 W W
2025-01-17 Bulls Hornets Home 34 45 3 9 13 18 29 42 95 40 14 W L
2025-01-16 Suns Wizards Away 33 47 4 10 16 23 34 35 85 33 31 W W
2025-01-16 Wizards Suns Home 28 45 4 13 13 22 21 34 92 41 27 W L
2025-01-16 Clippers Trail Blazers Away 23 50 4 9 15 13 32 20 78 23 27 W W
2025-01-16 Cavaliers Thunder Away 32 49 5 2 21 11 14 35 90 42 21 L L
2025-01-16 Rockets Kings Away 24 46 6 10 14 18 25 27 93 33 24 L L
2025-01-16 Kings Rockets Home 32 44 3 5 12 15 26 35 98 33 22 W W