🏀 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
2025-12-28 Wizards Grizzlies Home 26 54 12 9 19 21 25 35 99 33 25 W W
2025-12-28 Celtics Trail Blazers Away 19 39 5 13 19 23 30 33 91 44 19 L L
2025-12-28 Grizzlies Wizards Away 27 43 8 14 16 17 27 32 103 32 21 L L
2025-12-28 Thunder 76ers Home 27 35 6 12 13 18 32 32 87 28 25 W W
2025-12-28 76ers Thunder Away 21 38 5 5 23 22 29 33 83 43 21 L L
2025-12-28 Clippers Pistons Home 18 35 6 12 10 26 33 27 75 34 29 W W
2025-12-28 Pistons Clippers Away 18 45 6 9 13 20 20 22 82 29 28 L L
2025-12-28 Lakers Kings Home 25 41 4 14 15 19 30 38 89 38 18 W W
2025-12-28 Kings Lakers Away 24 39 3 11 19 20 24 29 83 29 19 L L
2025-12-28 Raptors Warriors Home 40 55 2 10 14 26 33 32 110 42 18 W W
2025-12-28 Trail Blazers Celtics Home 26 48 2 7 20 19 31 24 89 51 21 L W
2025-12-28 Warriors Raptors Away 25 42 9 9 20 20 29 35 96 44 28 L L
2025-12-27 Kings Mavericks Home 32 50 7 16 11 15 31 28 104 38 8 W W
2025-12-27 Jazz Spurs Away 34 37 4 9 15 19 32 38 83 37 26 W W
2025-12-27 Nuggets Magic Away 27 49 3 5 16 23 31 31 86 29 30 W L
2025-12-27 Pelicans Suns Home 16 43 7 11 13 22 33 22 87 27 33 W L
2025-12-27 Cavaliers Rockets Away 23 42 6 10 14 15 24 22 96 36 11 L L
2025-12-27 Knicks Hawks Away 27 55 4 9 12 25 33 35 95 43 32 W W
2025-12-27 Suns Pelicans Away 26 55 3 7 16 23 32 33 98 44 19 W W
2025-12-27 Bulls Bucks Home 28 52 2 5 15 18 26 24 93 38 16 W L