🏀 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
2025-01-31 Celtics Pelicans Away 32 35 7 12 13 16 31 28 84 41 26 W W
2025-01-31 Mavericks Pistons Away 20 46 13 4 16 14 32 26 87 33 21 L L
2025-01-31 Bucks Spurs Away 24 47 8 3 10 19 35 36 100 37 26 L L
2025-01-31 76ers Nuggets Home 29 27 3 12 11 16 36 33 90 40 16 L L
2025-01-31 Bulls Raptors Away 34 52 9 4 10 18 30 25 89 40 17 W W
2025-01-31 Pelicans Celtics Home 16 48 2 7 18 21 34 19 90 37 19 L L
2025-01-31 Clippers Hornets Away 26 45 4 7 16 18 23 30 81 28 20 W W
2025-01-31 Spurs Bucks Home 37 53 11 7 4 20 35 35 102 50 25 W W
2025-01-31 Warriors Suns Home 26 49 6 11 12 19 27 24 96 44 25 W L
2025-01-31 Nuggets 76ers Away 39 35 2 7 19 17 38 35 82 23 18 W W
2025-01-31 Pistons Mavericks Home 18 47 6 13 6 15 28 34 106 35 16 W W
2025-01-31 Hornets Clippers Home 18 42 3 11 9 16 23 25 96 30 15 L L
2025-01-30 Rockets Grizzlies Away 22 45 5 6 12 20 38 28 97 32 28 L L
2025-01-30 Magic Trail Blazers Away 14 33 6 8 13 23 35 18 81 26 20 L L
2025-01-30 Jazz Timberwolves Home 21 23 4 6 15 20 31 22 77 34 25 L L
2025-01-30 Wizards Lakers Home 18 38 6 4 13 18 29 16 91 44 34 L L
2025-01-30 Lakers Wizards Away 31 48 6 9 11 24 42 36 90 32 22 W W
2025-01-30 Timberwolves Jazz Away 38 39 9 5 12 18 27 30 82 38 24 W W
2025-01-30 Cavaliers Hawks Home 34 49 3 9 11 19 39 32 91 39 20 W W
2025-01-30 Grizzlies Rockets Home 23 37 6 7 11 25 33 23 93 28 20 L W