🏀 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
2023-11-21 Magic Raptors Home 31 40 8 12 13 19 30 37 100 31 20 W W
2023-11-21 Raptors Magic Away 29 38 6 6 24 20 23 33 75 28 22 L L
2023-11-21 Pacers Hawks Away 35 29 11 7 14 25 34 39 94 45 28 L W
2023-11-21 Jazz Lakers Away 25 42 3 6 14 22 17 24 98 44 16 L L
2023-11-20 Nuggets Pistons Away 30 43 8 7 14 17 27 29 87 28 21 W W
2023-11-20 Kings Pelicans Away 27 36 5 4 13 21 31 22 87 45 24 L L
2023-11-20 Warriors Rockets Home 26 43 1 3 8 21 29 34 77 43 33 W W
2023-11-20 Timberwolves Knicks Home 30 44 7 7 14 26 31 27 80 34 32 W W
2023-11-20 Bucks Wizards Away 33 55 6 3 15 13 31 39 94 29 28 W W
2023-11-20 Knicks Timberwolves Away 16 50 3 8 10 23 28 28 92 38 34 L L
2023-11-20 Wizards Bucks Home 29 26 4 6 4 19 27 38 99 29 11 L L
2023-11-20 Clippers Spurs Away 30 51 3 15 7 10 33 33 95 36 25 W W
2023-11-20 Celtics Hornets Away 19 48 8 6 15 15 31 34 97 50 28 L L
2023-11-20 Pelicans Kings Home 38 55 6 8 12 19 29 37 92 28 21 W W
2023-11-20 Bulls Heat Home 21 36 7 2 11 16 27 26 81 37 16 L L
2023-11-20 Spurs Clippers Home 23 49 7 4 16 17 27 28 90 38 14 L L
2023-11-20 Heat Bulls Away 31 43 1 7 10 19 33 32 84 35 20 W W
2023-11-20 Pistons Nuggets Home 21 43 5 7 18 24 23 32 81 21 26 L L
2023-11-20 Hornets Celtics Home 29 57 7 9 13 18 25 29 104 39 17 W W
2023-11-20 Rockets Warriors Away 28 48 3 6 8 24 27 26 95 41 19 L L