🏀 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
2025-11-28 Cavaliers Hawks Away 29 48 4 9 17 17 23 39 95 39 20 W L
2025-11-28 Hornets Bulls Home 28 46 10 6 12 19 32 35 97 45 24 W W
2025-11-28 Pacers Wizards Home 27 50 8 9 11 16 30 34 92 34 13 W W
2025-11-28 Magic Pistons Away 14 44 7 15 13 25 31 28 97 30 32 L W
2025-11-28 Hawks Cavaliers Home 36 38 5 11 12 14 33 27 91 43 26 W W
2025-11-28 Lakers Mavericks Home 27 34 4 4 14 20 28 32 76 35 26 L W
2025-11-28 Nets 76ers Home 21 41 5 5 18 16 23 25 85 43 26 L L
2025-11-28 Pistons Magic Home 22 49 8 7 24 27 33 25 84 28 31 W L
2025-11-28 Bulls Hornets Away 31 44 1 8 10 18 29 33 97 36 20 W L
2025-11-28 Spurs Nuggets Away 30 35 5 10 8 27 41 18 94 42 32 L W
2025-11-28 Nuggets Spurs Home 27 44 5 5 16 22 33 41 91 39 30 W L
2025-11-28 Clippers Grizzlies Home 19 39 5 13 13 21 35 28 89 38 21 W L
2025-11-28 Bucks Knicks Away 24 35 4 9 15 26 37 25 71 41 25 W L
2025-11-28 Kings Jazz Away 27 44 5 9 9 22 27 24 96 29 32 L L
2025-11-28 Mavericks Lakers Away 28 39 4 8 11 23 22 40 91 32 20 L L
2025-11-28 Wizards Pacers Away 18 42 7 6 17 17 24 28 84 32 20 L L
2025-11-28 Suns Thunder Away 20 51 4 7 18 24 25 27 92 44 24 L L
2025-11-28 Thunder Suns Home 27 37 3 9 10 22 25 31 87 32 28 W W
2025-11-28 76ers Nets Away 28 41 7 12 11 20 31 32 88 37 20 W W
2025-11-28 Knicks Bucks Home 25 44 2 10 12 21 33 28 84 34 33 W W