🏀 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
2025-11-01 Celtics Rockets Home 24 36 2 9 10 25 24 24 103 44 7 L L
2025-11-01 Wizards Magic Home 19 40 9 7 17 23 35 21 98 27 15 L L
2025-11-01 Warriors Pacers Away 25 44 4 5 16 27 32 26 90 44 22 L L
2025-11-01 Rockets Celtics Away 30 53 11 6 18 14 37 29 77 29 35 W W
2025-11-01 Pistons Mavericks Home 29 47 4 10 7 22 27 32 91 24 34 W W
2025-11-01 Hornets Timberwolves Home 23 45 4 4 14 16 31 25 86 45 27 L L
2025-10-31 Clippers Pelicans Home 28 37 6 12 12 19 26 41 89 39 21 W W
2025-10-31 Jazz Suns Away 23 48 3 4 21 22 17 23 80 37 32 L L
2025-10-31 Trail Blazers Nuggets Home 26 43 5 11 12 24 18 35 91 39 31 W W
2025-10-31 Lakers Grizzlies Away 24 40 3 8 13 16 31 24 76 38 33 W W
2025-10-31 Pacers Hawks Home 23 49 3 6 12 16 29 30 99 47 33 L L
2025-10-31 76ers Celtics Home 27 40 7 6 18 13 25 32 78 34 29 W L
2025-10-31 Knicks Bulls Away 27 39 5 3 12 25 27 26 91 45 23 L L
2025-10-31 Bulls Knicks Home 31 41 6 8 7 22 35 37 84 37 35 W W
2025-10-31 Cavaliers Raptors Home 24 42 10 10 13 15 22 21 90 46 23 W L
2025-10-31 Hawks Pacers Away 30 55 5 10 10 23 32 31 94 30 20 W W
2025-10-31 Celtics 76ers Away 26 45 7 8 9 24 38 30 101 45 12 W W
2025-10-31 Raptors Cavaliers Away 27 48 4 9 16 18 30 18 82 30 24 W W
2025-10-31 Suns Jazz Home 30 44 6 10 9 25 37 17 91 48 18 W W
2025-10-31 Grizzlies Lakers Home 28 42 0 9 11 25 27 42 93 45 19 W L