🏀 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
2024-10-28 Raptors Nuggets Home 30 54 7 7 15 27 30 32 109 35 21 W L
2024-10-28 Lakers Suns Away 25 46 6 5 11 19 34 14 94 32 18 L L
2024-10-28 Celtics Bucks Home 24 38 5 5 12 18 28 25 87 47 19 L W
2024-10-28 Rockets Spurs Away 20 43 2 6 12 23 29 33 85 37 24 L W
2024-10-28 Trail Blazers Kings Away 17 46 4 5 17 22 20 23 83 22 30 L L
2024-10-28 Kings Trail Blazers Home 25 40 6 8 14 27 25 26 81 35 25 W W
2024-10-28 Mavericks Jazz Home 27 50 12 9 13 23 27 22 95 39 17 W W
2024-10-28 Magic Pacers Home 26 46 6 7 15 25 35 36 83 41 38 W W
2024-10-28 Suns Lakers Home 21 46 11 7 10 22 25 25 87 36 20 W W
2024-10-28 Spurs Rockets Home 22 49 6 6 17 21 15 30 87 33 21 L L
2024-10-28 Wizards Hawks Away 24 43 3 7 18 25 25 29 91 44 22 L W
2024-10-28 Bulls Grizzlies Away 36 50 6 5 9 15 22 32 100 53 17 W W
2024-10-28 Knicks Cavaliers Home 22 43 3 8 16 21 18 34 90 28 18 L L
2024-10-28 Pacers Magic Away 25 44 4 7 12 28 36 23 88 29 30 L L
2024-10-28 Pistons Heat Away 14 54 6 6 16 19 30 23 91 38 17 L L
2024-10-28 Nuggets Raptors Away 29 52 6 6 16 20 29 25 96 20 30 W W
2024-10-28 Grizzlies Bulls Home 37 60 9 5 10 21 32 36 111 43 13 W L
2024-10-28 Hawks Wizards Home 32 39 7 12 16 22 28 33 81 40 36 W L
2024-10-27 Pelicans Trail Blazers Away 24 39 8 9 15 22 25 22 88 29 24 L L
2024-10-27 Nets Bucks Home 23 47 3 9 12 26 27 21 91 45 23 L W