🏀 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
2025-12-05 Suns Rockets Away 14 34 2 12 13 22 31 27 100 36 19 L L
2025-12-05 Raptors Hornets Home 19 41 4 12 19 25 24 18 92 29 13 L L
2025-12-05 Spurs Cavaliers Away 28 38 3 9 14 22 35 37 93 43 26 L L
2025-12-05 Magic Heat Home 24 42 3 5 10 19 30 27 92 34 24 L W
2025-12-05 Nuggets Hawks Away 28 42 6 9 12 15 23 31 89 37 30 W W
2025-12-05 76ers Bucks Away 25 42 1 12 12 24 33 36 86 43 22 W W
2025-12-05 Jazz Knicks Away 23 37 1 8 12 18 13 34 87 42 35 L L
2025-12-05 Trail Blazers Pistons Away 22 48 8 6 17 35 28 30 85 37 35 L L
2025-12-05 Bucks 76ers Home 26 37 3 8 16 21 20 29 76 32 27 L L
2025-12-05 Knicks Jazz Home 30 46 2 9 12 22 41 27 91 42 26 W W
2025-12-04 Warriors 76ers Away 27 43 4 12 13 20 10 24 89 42 16 L L
2025-12-04 Pelicans Timberwolves Home 29 43 2 11 12 22 30 32 95 25 26 W L
2025-12-04 Jazz Nets Away 31 39 1 7 12 23 20 29 83 25 27 L W
2025-12-04 Nets Jazz Home 22 44 7 6 17 19 29 29 82 42 38 W L
2025-12-04 Celtics Wizards Away 35 46 8 14 9 20 32 34 99 47 21 W W
2025-12-04 Timberwolves Pelicans Away 30 49 10 5 19 22 35 27 92 38 29 W W
2025-12-04 Lakers Raptors Away 26 38 7 7 11 17 31 36 88 31 26 W W
2025-12-04 Raptors Lakers Home 39 41 8 9 15 20 26 32 89 37 21 W L
2025-12-04 76ers Warriors Home 23 47 7 8 19 14 30 26 85 37 14 W W
2025-12-04 Wizards Celtics Home 21 37 4 5 18 22 26 33 84 31 25 L L