🏀 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
2025-12-23 Thunder Spurs Away 23 36 1 5 13 17 29 31 85 30 7 L L
2025-12-23 Clippers Rockets Home 25 34 4 7 8 19 29 34 77 37 27 W W
2025-12-23 Trail Blazers Magic Home 23 45 7 9 17 22 21 29 87 32 19 W L
2025-12-23 Raptors Heat Away 29 50 5 12 16 19 21 30 86 38 18 W W
2025-12-23 Pistons Kings Away 38 42 8 9 15 23 37 38 95 32 28 W W
2025-12-23 Wizards Hornets Away 22 49 7 3 6 20 31 34 97 35 23 W L
2025-12-22 Celtics Pacers Home 19 49 6 6 13 16 26 17 89 37 19 L W
2025-12-22 Jazz Nuggets Away 30 49 1 5 14 19 15 31 96 41 19 L L
2025-12-22 Trail Blazers Pistons Home 21 38 6 6 18 22 26 25 74 32 43 L L
2025-12-22 Warriors Magic Home 33 47 6 8 13 20 26 32 89 37 24 W W
2025-12-22 Pistons Trail Blazers Away 28 48 7 11 8 28 30 31 101 30 24 W W
2025-12-22 Mavericks Pelicans Away 29 57 5 9 16 19 34 29 104 33 21 W L
2025-12-22 Pacers Celtics Away 19 36 3 4 12 21 35 26 85 40 18 L L
2025-12-22 Magic Warriors Away 21 48 5 8 18 21 30 27 87 27 26 L L
2025-12-22 Nuggets Jazz Home 37 51 7 8 10 17 40 29 92 47 25 W W
2025-12-22 Pelicans Mavericks Home 28 51 2 9 12 16 36 21 97 34 27 W W
2025-12-22 Grizzlies Thunder Away 26 46 5 8 21 14 28 26 83 41 23 L L
2025-12-22 Hornets Cavaliers Away 29 44 3 10 19 18 36 27 94 42 25 L L
2025-12-22 Cavaliers Hornets Home 36 30 2 9 13 20 33 37 87 44 19 W W
2025-12-22 Thunder Grizzlies Home 20 46 4 14 13 18 31 36 94 39 14 W W