🏀 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
2024-12-25 Knicks Spurs Home 26 47 3 7 5 17 28 23 100 39 16 W W
2024-12-25 Mavericks Timberwolves Home 15 43 8 6 12 13 24 16 87 43 11 L L
2024-12-25 Celtics 76ers Home 24 51 4 3 13 18 25 33 95 49 13 L L
2024-12-25 Suns Nuggets Home 31 42 4 12 7 17 38 20 88 36 20 W W
2024-12-25 Timberwolves Mavericks Away 23 46 5 8 10 14 26 31 86 32 13 W W
2024-12-25 Warriors Lakers Home 26 44 8 2 12 18 23 29 89 45 17 L L
2024-12-25 Lakers Warriors Away 30 41 4 6 9 14 23 32 91 42 18 L W
2024-12-25 76ers Celtics Away 28 39 5 10 6 17 30 36 88 40 19 W W
2024-12-25 Spurs Knicks Away 33 45 6 3 15 15 27 31 83 38 17 W L
2024-12-25 Nuggets Suns Away 20 46 2 3 16 16 34 22 78 29 28 L L
2024-12-23 Warriors Pacers Home 29 44 7 7 11 13 32 22 90 38 21 W L
2024-12-23 Knicks Raptors Home 34 35 1 9 14 27 30 40 86 37 29 W W
2024-12-23 Hornets Rockets Home 25 44 6 8 11 15 15 16 89 36 24 L L
2024-12-23 Rockets Hornets Away 23 60 8 4 11 16 31 31 99 42 19 W W
2024-12-23 Bulls Bucks Home 27 46 1 9 15 15 17 28 90 48 12 L L
2024-12-23 Wizards Thunder Away 25 51 8 7 19 16 32 31 91 43 20 W L
2024-12-23 Timberwolves Hawks Away 31 43 3 12 21 17 19 36 91 43 13 L L
2024-12-23 Spurs 76ers Away 24 42 12 4 18 21 20 25 81 45 18 L L
2024-12-23 Celtics Magic Away 13 41 5 13 18 16 32 26 84 33 27 L L
2024-12-23 Hawks Timberwolves Home 27 38 6 15 21 14 35 17 73 36 26 W W