🏀 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
2025-03-30 Hornets Pelicans Away 20 50 6 15 14 17 25 27 91 33 25 W L
2025-03-30 Trail Blazers Knicks Away 19 39 4 9 14 12 25 33 87 36 14 L L
2025-03-30 Pistons Timberwolves Away 22 44 3 3 7 24 34 26 95 38 32 L L
2025-03-30 76ers Raptors Home 25 46 10 6 16 12 31 18 89 29 19 W L
2025-03-30 Spurs Warriors Home 30 34 3 4 21 20 27 17 84 42 16 L L
2025-03-30 Cavaliers Clippers Home 33 45 3 11 10 17 37 31 93 45 23 W W
2025-03-30 Raptors 76ers Away 32 46 4 10 10 13 32 31 103 38 18 W W
2025-03-30 Hawks Bucks Away 36 46 2 10 8 29 37 45 94 48 35 W W
2025-03-29 Magic Kings Home 31 49 2 10 12 18 38 23 89 39 24 W W
2025-03-29 Grizzlies Lakers Home 33 41 4 7 12 27 28 33 95 32 18 W L
2025-03-29 Lakers Grizzlies Away 30 42 3 7 13 21 39 33 89 43 27 W W
2025-03-29 Kings Magic Away 17 41 6 6 16 21 21 25 81 28 20 L L
2025-03-29 Wizards Nets Home 21 40 7 5 6 15 28 31 85 34 33 W L
2025-03-29 Spurs Celtics Home 25 35 1 6 4 16 27 25 87 40 27 L L
2025-03-29 Heat 76ers Away 33 47 4 12 9 13 34 28 93 43 13 W W
2025-03-29 76ers Heat Home 28 37 7 7 18 15 29 24 76 32 14 W L
2025-03-29 Nets Wizards Away 25 49 4 2 12 23 23 28 88 46 20 L W
2025-03-29 Celtics Spurs Away 32 54 4 2 9 18 36 28 94 51 18 W W
2025-03-29 Pacers Thunder Away 27 43 6 6 11 16 27 22 87 42 26 L L
2025-03-29 Thunder Pacers Home 26 47 4 9 9 17 29 32 94 36 23 W W