🏀 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
2025-01-20 Knicks Hawks Home 31 39 1 8 16 21 26 28 90 26 21 L W
2025-01-20 Celtics Warriors Away 33 50 9 8 10 8 29 25 92 48 8 W W
2025-01-20 Jazz Pelicans Away 25 63 4 6 13 19 38 31 106 46 30 W L
2025-01-20 Warriors Celtics Home 28 38 3 8 12 12 18 21 92 53 11 L L
2025-01-20 Suns Cavaliers Away 22 34 5 3 17 20 27 19 77 26 13 L L
2025-01-20 Pistons Rockets Away 21 52 5 12 23 11 40 17 88 27 15 W W
2025-01-20 Rockets Pistons Home 19 39 1 18 17 17 29 28 94 39 16 L L
2025-01-20 Hawks Knicks Away 23 41 6 10 24 21 27 35 85 30 22 L L
2025-01-20 Bulls Clippers Away 25 54 6 7 10 17 25 23 94 46 26 W W
2025-01-20 Mavericks Hornets Away 19 51 8 10 14 15 27 28 88 32 26 W L
2025-01-19 76ers Bucks Away 26 38 4 4 7 25 21 29 86 45 22 L L
2025-01-19 Magic Nuggets Home 30 39 6 15 7 19 29 23 102 41 16 W L
2025-01-19 Nets Thunder Away 25 41 3 5 13 13 19 30 87 43 19 L L
2025-01-19 Heat Spurs Home 35 49 6 8 11 12 20 26 95 33 10 W W
2025-01-19 Thunder Nets Home 37 43 5 8 11 19 39 30 87 43 13 W W
2025-01-19 Bulls Trail Blazers Away 21 36 7 10 14 19 34 19 81 29 26 L L
2025-01-19 Lakers Clippers Away 26 33 6 6 15 14 26 23 76 27 19 L L
2025-01-19 Trail Blazers Bulls Home 21 50 6 7 17 19 22 31 89 31 25 W W
2025-01-19 Nuggets Magic Away 24 57 8 6 20 16 28 26 77 25 31 W W
2025-01-19 Kings Wizards Home 28 51 4 12 11 20 32 30 95 39 24 W W