🏀 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
2025-11-12 Mavericks Suns Home 32 45 10 10 19 23 28 25 86 47 17 W L
2025-11-12 Magic Knicks Away 29 49 4 10 15 23 30 32 86 33 33 W W
2025-11-12 Celtics Grizzlies Home 34 58 8 4 10 20 34 33 99 51 12 W W
2025-11-12 Thunder Lakers Home 28 42 4 14 11 19 30 40 88 39 23 W W
2025-11-12 Pistons Bulls Home 30 44 5 13 18 25 35 33 90 30 16 W W
2025-11-12 Trail Blazers Pelicans Away 26 39 5 5 13 22 30 27 83 37 17 L W
2025-11-12 Cavaliers Heat Away 32 49 10 13 12 21 29 37 104 47 31 W W
2025-11-12 Spurs Warriors Home 30 49 3 5 20 24 28 28 94 39 16 L L
2025-11-12 Bulls Pistons Away 21 44 6 11 21 18 23 29 86 33 28 L L
2025-11-12 Heat Cavaliers Home 29 44 6 6 21 29 38 31 94 37 13 L L
2025-11-12 Wizards Rockets Away 25 37 5 6 12 22 29 25 92 38 19 L L
2025-11-12 Pelicans Trail Blazers Home 28 35 2 6 10 20 25 34 91 39 21 L L
2025-11-12 Clippers Nuggets Home 28 36 7 4 14 30 35 33 84 37 19 L L
2025-11-12 Rockets Wizards Home 32 53 6 9 10 18 40 41 96 35 23 W W
2025-11-12 Hawks Kings Away 42 45 6 14 19 20 37 29 85 40 22 W W
2025-11-12 Hornets Bucks Home 27 50 5 5 13 15 35 24 86 40 27 W W
2025-11-12 Knicks Magic Home 20 37 3 10 14 25 23 19 88 36 23 L L
2025-11-12 Lakers Thunder Away 19 42 0 9 20 19 18 20 77 35 28 L L
2025-11-12 Kings Hawks Home 22 35 1 7 18 19 34 12 92 39 18 L L
2025-11-12 Nuggets Clippers Away 22 42 3 9 11 14 39 24 84 34 35 W W