🏀 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
2024-01-28 Grizzlies Pacers Away 20 45 7 5 13 20 27 26 82 30 31 L L
2024-01-28 Pacers Grizzlies Home 31 44 6 8 10 26 23 28 90 35 16 W W
2024-01-28 Trail Blazers Bulls Home 22 48 5 2 14 21 23 19 79 33 29 L L
2024-01-28 Bulls Trail Blazers Away 27 40 10 7 5 19 26 27 90 32 17 W W
2024-01-28 Magic Suns Home 30 40 7 12 10 21 26 25 92 36 26 W W
2024-01-28 Thunder Pistons Away 17 43 5 7 10 18 31 30 92 28 12 L L
2024-01-28 Hawks Raptors Home 27 51 4 7 14 21 34 23 95 27 40 W W
2024-01-28 Pistons Thunder Home 27 53 2 6 9 11 24 46 95 26 19 W W
2024-01-27 Warriors Lakers Home 37 50 3 11 17 34 30 33 119 58 16 L L
2024-01-27 Pistons Wizards Home 22 45 8 2 17 20 33 30 85 32 27 L L
2024-01-27 Bucks Pelicans Home 30 45 0 12 9 25 36 39 91 45 25 W W
2024-01-27 Heat Knicks Away 26 38 4 6 8 18 30 21 88 37 16 L L
2024-01-27 Mavericks Kings Home 35 43 2 7 10 24 25 24 98 46 18 L L
2024-01-27 Timberwolves Spurs Away 30 32 6 9 13 13 36 28 79 26 15 W L
2024-01-27 Nets Rockets Home 24 40 6 11 19 22 35 25 74 34 37 W W
2024-01-27 Knicks Heat Home 25 46 3 6 7 15 27 34 87 33 26 W W
2024-01-27 Wizards Pistons Away 26 50 4 10 10 19 36 25 100 34 21 W W
2024-01-27 Celtics Clippers Home 21 52 9 2 11 13 21 18 100 40 16 L L
2024-01-27 Rockets Nets Away 20 55 3 6 17 29 15 25 94 37 23 L L
2024-01-27 Spurs Timberwolves Home 35 39 7 7 15 14 23 29 84 30 15 W W