🏀 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
2025-11-09 Timberwolves Kings Away 28 44 9 11 10 23 31 40 97 46 24 W W
2025-11-09 Nets Knicks Away 21 38 8 5 19 25 22 40 82 45 24 L L
2025-11-09 Pistons 76ers Away 23 37 5 12 15 21 37 17 82 30 28 L W
2025-11-09 Thunder Grizzlies Away 19 51 3 10 6 17 25 26 95 43 26 W W
2025-11-09 Magic Celtics Home 21 42 4 8 17 24 33 21 78 29 32 W L
2025-11-09 Warriors Pacers Home 22 50 6 11 10 16 23 25 88 44 37 W W
2025-11-08 Suns Clippers Away 30 42 2 9 12 19 35 25 83 38 21 W W
2025-11-08 Heat Trail Blazers Home 37 47 5 17 14 23 27 45 96 35 36 W W
2025-11-08 Cavaliers Bulls Home 32 39 7 6 9 27 32 24 94 46 26 L W
2025-11-08 Clippers Suns Home 26 27 5 5 11 15 29 17 77 33 18 L L
2025-11-08 Raptors 76ers Away 29 38 5 7 10 25 43 20 90 38 28 L L
2025-11-08 Trail Blazers Heat Away 29 57 4 8 20 32 30 35 109 51 23 L L
2025-11-08 Wizards Mavericks Home 17 44 7 7 18 21 24 29 89 35 23 L L
2025-11-08 Mavericks Wizards Away 26 51 6 15 13 17 35 22 93 24 30 W W
2025-11-08 Lakers Hawks Away 23 47 5 8 19 11 29 25 81 30 20 W L
2025-11-08 Nuggets Pacers Home 32 55 2 8 16 25 31 25 93 27 23 W W
2025-11-08 Bulls Cavaliers Away 27 49 4 8 13 25 29 43 84 29 36 W L
2025-11-08 Hawks Lakers Home 37 37 6 13 11 14 37 31 93 39 11 W W
2025-11-08 Pacers Nuggets Away 20 43 6 9 11 23 18 29 93 36 34 L L
2025-11-08 Spurs Pelicans Home 31 43 6 6 12 20 28 38 90 40 18 W W