🏀 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
2024-01-13 Pelicans Mavericks Away 29 44 4 7 11 20 29 20 79 30 37 W W
2024-01-13 Rockets Celtics Away 20 50 3 10 13 18 31 27 99 30 30 L L
2024-01-13 Wizards Hawks Away 32 54 9 10 12 22 30 28 97 32 26 W W
2024-01-13 Magic Thunder Away 21 50 8 5 16 22 21 19 84 35 24 L L
2024-01-12 Grizzlies Clippers Home 30 46 4 5 9 21 26 27 95 44 27 W L
2024-01-12 Trail Blazers Timberwolves Away 18 38 5 8 20 19 15 27 77 28 34 L L
2024-01-12 Clippers Grizzlies Away 22 43 7 9 12 16 23 42 89 31 20 W W
2024-01-12 Bulls Warriors Home 31 36 3 1 12 21 30 45 86 40 16 L L
2024-01-12 Hawks Pacers Home 25 28 2 14 15 13 30 32 89 30 23 L L
2024-01-12 76ers Kings Home 23 46 9 11 14 19 29 36 93 35 18 W W
2024-01-12 Jazz Raptors Home 34 56 8 7 14 23 28 36 93 43 26 W W
2024-01-12 Raptors Jazz Away 25 31 8 5 13 21 25 22 81 34 37 L L
2024-01-12 Warriors Bulls Away 39 44 4 7 5 16 33 29 94 47 30 W W
2024-01-12 Kings 76ers Away 20 54 4 6 17 18 21 25 95 38 26 L L
2024-01-12 Heat Magic Home 23 41 1 6 17 17 30 26 83 26 20 L W
2024-01-12 Timberwolves Trail Blazers Home 35 45 5 14 16 23 36 27 80 31 24 W W
2024-01-12 Pelicans Nuggets Away 30 35 3 9 9 10 25 26 89 33 22 L L
2024-01-12 Hornets Spurs Away 22 44 3 11 20 24 22 23 89 34 28 L L
2024-01-12 Pacers Hawks Away 41 45 9 12 27 21 34 34 79 18 12 W W
2024-01-12 Rockets Pistons Away 21 41 5 8 9 16 23 32 90 30 25 L W