🏀 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
2025-02-01 Suns Trail Blazers Away 21 37 2 5 18 21 27 19 84 33 26 L L
2025-02-01 Timberwolves Wizards Home 29 47 3 10 14 16 26 31 93 40 18 W L
2025-02-01 Lakers Knicks Away 26 37 4 9 15 22 32 27 81 40 18 L W
2025-02-01 Thunder Kings Home 37 70 6 5 11 18 36 46 107 46 16 W W
2025-02-01 Kings Thunder Away 25 37 5 8 7 10 31 24 100 44 26 L L
2025-02-01 Hornets Nuggets Home 31 51 6 5 12 13 20 26 95 26 17 W L
2025-02-01 Nuggets Hornets Away 29 43 9 9 11 16 27 27 88 37 20 W W
2025-02-01 Rockets Nets Home 18 44 6 6 10 20 23 15 95 39 15 L L
2025-02-01 Heat Spurs Away 30 52 5 7 13 15 33 27 89 42 17 W W
2025-02-01 Nets Rockets Away 24 46 8 5 10 16 26 27 87 27 21 W W
2025-02-01 Wizards Timberwolves Away 26 44 6 7 16 21 27 31 83 33 17 W W
2025-02-01 Knicks Lakers Home 33 44 3 7 14 16 32 22 95 28 19 W L
2025-02-01 Trail Blazers Suns Home 24 43 5 11 9 20 31 30 89 31 31 W W
2025-02-01 Pacers Hawks Home 35 41 5 6 11 26 40 28 90 33 25 W W
2025-02-01 Magic Jazz Away 19 43 7 9 8 23 21 26 91 41 35 L L
2025-02-01 Hawks Pacers Away 31 44 4 6 12 23 24 40 90 37 32 W L
2025-02-01 Jazz Magic Home 26 51 7 5 16 27 31 28 84 35 24 W W
2025-02-01 Spurs Heat Home 27 48 3 8 10 18 33 23 91 36 21 W L
2025-01-31 Suns Warriors Away 41 48 7 7 14 20 30 32 89 39 16 W W
2025-01-31 Raptors Bulls Home 27 44 8 6 7 13 27 23 92 30 27 W L