🏀 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
2025-03-12 Knicks Trail Blazers Away 27 38 7 12 15 21 26 22 94 31 20 L W
2025-03-12 Timberwolves Nuggets Away 31 48 5 7 15 16 34 23 90 40 16 W W
2025-03-12 Grizzlies Jazz Home 30 39 6 15 9 21 30 34 94 44 21 W W
2025-03-12 Trail Blazers Knicks Home 20 52 6 6 23 18 21 25 90 42 25 L L
2025-03-12 Hawks Hornets Home 26 43 6 13 13 16 30 22 88 36 39 W W
2025-03-12 Suns Rockets Away 22 37 8 7 16 18 27 25 73 28 20 L L
2025-03-12 Spurs Mavericks Home 32 47 2 11 16 19 20 44 94 35 16 W W
2025-03-12 Raptors 76ers Home 33 59 5 7 20 17 29 40 100 40 18 W W
2025-03-12 Thunder Celtics Away 19 44 2 7 12 17 33 30 82 37 35 W W
2025-03-12 Celtics Thunder Home 25 41 6 9 13 25 30 30 94 63 12 L L
2025-03-12 76ers Raptors Away 19 40 11 13 9 20 23 32 96 35 22 L L
2025-03-12 Heat Clippers Home 27 29 3 14 10 17 20 32 84 37 14 W L
2025-03-12 Mavericks Spurs Away 30 31 0 8 17 12 28 34 81 32 17 L L
2025-03-12 Nuggets Timberwolves Home 20 42 4 9 10 16 26 22 89 30 22 L L
2025-03-12 Hornets Hawks Away 29 47 9 9 21 26 29 20 88 35 18 L L
2025-03-12 Jazz Grizzlies Away 24 60 8 6 23 17 24 26 90 34 28 W L
2025-03-12 Clippers Heat Away 24 45 0 7 16 10 30 27 76 27 24 W W
2025-03-12 Rockets Suns Home 25 38 3 11 9 19 32 25 88 38 25 W W
2025-03-11 Pelicans Clippers Home 34 46 7 7 19 16 28 33 85 31 18 W W
2025-03-11 Clippers Pelicans Away 34 34 8 10 11 16 21 30 92 42 18 L L