🏀 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
2024-01-15 Pistons Wizards Away 30 52 10 4 16 13 29 34 90 31 23 W W
2024-01-15 Jazz Pacers Home 29 46 8 5 15 17 33 31 81 25 35 W W
2024-01-15 Lakers Thunder Home 30 44 9 7 17 12 27 23 84 24 18 W W
2024-01-15 Magic Knicks Away 26 46 3 2 8 20 24 26 85 29 21 L W
2024-01-15 Rockets 76ers Away 21 46 9 7 13 23 19 28 88 27 32 L L
2024-01-15 Grizzlies Warriors Home 24 42 10 13 13 12 23 31 86 54 40 W W
2024-01-15 Warriors Grizzlies Away 28 45 6 4 19 25 29 27 90 31 10 L L
2024-01-15 Knicks Magic Home 20 41 3 3 10 20 24 28 83 40 22 L L
2024-01-15 Cavaliers Bulls Home 28 48 3 9 14 14 40 20 95 57 11 W W
2024-01-15 Raptors Celtics Home 25 52 2 6 7 21 25 30 95 32 21 W L
2024-01-15 Spurs Hawks Away 27 44 8 10 18 18 16 18 95 42 17 L L
2024-01-15 Pelicans Mavericks Away 21 37 2 9 10 28 17 42 81 23 41 L L
2024-01-15 Celtics Raptors Away 20 53 7 3 13 16 29 32 82 39 25 W W
2024-01-15 Bulls Cavaliers Away 21 43 6 8 19 17 21 25 83 32 16 L L
2024-01-15 Heat Nets Away 22 54 4 6 13 16 16 15 87 31 25 L W
2024-01-15 Wizards Pistons Home 30 33 7 8 8 19 22 40 95 41 11 L L
2024-01-15 Mavericks Pelicans Home 24 42 6 4 12 29 33 26 85 43 35 L W
2024-01-15 Nets Heat Home 26 50 9 9 8 17 22 23 99 55 16 W L
2024-01-14 Heat Hornets Home 27 44 6 6 14 15 26 26 81 25 16 W W
2024-01-14 Trail Blazers Suns Home 23 36 1 8 14 21 33 28 89 42 22 L L