🏀 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
2024-01-21 Magic Heat Home 21 44 5 5 14 16 22 26 78 28 28 W W
2024-01-21 Lakers Trail Blazers Home 28 45 6 9 14 18 36 31 86 33 29 W W
2024-01-21 Pacers Suns Away 28 40 4 9 11 20 25 36 94 31 23 L L
2024-01-21 Wizards Nuggets Home 31 40 9 6 13 23 24 28 91 27 22 W L
2024-01-21 Trail Blazers Lakers Away 24 35 5 7 14 21 31 23 90 29 20 L L
2024-01-21 Heat Magic Away 22 36 1 9 18 22 19 27 80 37 18 L L
2024-01-21 Nets Clippers Away 29 36 5 6 13 21 27 34 90 39 16 L L
2024-01-21 Clippers Nets Home 26 45 5 6 11 18 24 25 83 26 33 W W
2024-01-21 Suns Pacers Home 25 44 5 7 17 24 33 32 82 25 18 W W
2024-01-21 Rockets Celtics Home 26 49 3 9 15 17 25 30 94 35 22 W L
2024-01-21 Celtics Rockets Away 31 55 12 10 16 17 35 35 98 47 18 W W
2024-01-21 Nuggets Wizards Away 29 50 11 9 14 16 33 29 88 22 28 W W
2024-01-20 Hawks Cavaliers Home 25 45 4 5 11 15 20 25 93 38 15 L L
2024-01-20 Bucks Pistons Away 30 49 6 6 10 18 34 36 85 32 49 W W
2024-01-20 Grizzlies Bulls Away 28 32 4 6 16 13 17 23 75 42 23 L L
2024-01-20 Bulls Grizzlies Home 32 52 5 11 12 18 21 29 91 33 21 W W
2024-01-20 Hornets 76ers Home 23 47 7 2 17 20 24 21 85 37 14 L L
2024-01-20 Spurs Wizards Away 38 49 10 6 17 19 37 35 96 31 23 W W
2024-01-20 Cavaliers Hawks Away 32 49 6 7 14 16 25 34 85 43 16 W W
2024-01-20 Wizards Spurs Home 28 46 4 10 12 21 36 30 103 29 23 W L