🏀 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
2025-11-17 Nuggets Bulls Home 21 53 5 6 8 14 28 36 97 36 25 W L
2025-11-17 Heat Knicks Home 29 40 5 5 12 21 25 30 101 35 13 L W
2025-11-17 Hornets Raptors Away 19 48 9 11 16 14 24 28 87 40 30 W L
2025-11-17 Bucks Cavaliers Away 26 34 1 9 14 17 33 24 93 36 15 L L
2025-11-17 Cavaliers Bucks Home 25 45 5 7 16 17 26 33 79 35 21 W W
2025-11-17 Bulls Nuggets Away 31 53 4 5 9 18 30 33 102 53 19 W W
2025-11-17 Timberwolves Mavericks Home 27 59 5 16 16 24 34 27 97 44 25 W W
2025-11-17 Mavericks Timberwolves Away 13 43 4 7 20 22 21 23 85 30 31 L L
2025-11-16 Mavericks Trail Blazers Home 33 47 9 7 14 22 29 28 95 34 40 W W
2025-11-16 Hawks Suns Away 35 34 3 11 17 19 25 32 85 43 24 L W
2025-11-16 Kings Spurs Away 25 37 3 10 12 17 24 35 87 33 22 L L
2025-11-16 Rockets Magic Home 19 60 4 4 14 23 23 23 100 20 29 L W
2025-11-16 Celtics Clippers Home 26 49 6 6 6 21 37 26 103 39 17 W W
2025-11-16 Warriors Pelicans Away 34 47 4 14 21 23 44 17 94 56 17 W W
2025-11-16 Magic Rockets Away 21 38 9 11 8 22 30 25 91 37 34 L L
2025-11-16 Wizards Nets Home 21 33 3 7 10 25 28 25 84 34 22 L L
2025-11-16 Nets Wizards Away 32 44 8 4 14 18 28 35 79 41 35 W W
2025-11-16 Jazz Bulls Home 29 53 6 13 9 28 33 28 111 49 41 W W
2025-11-16 Spurs Kings Home 38 46 4 7 14 17 36 31 87 38 18 W W
2025-11-16 Pelicans Warriors Home 22 45 4 11 20 16 28 21 83 29 29 W L