🏀 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
2025-02-25 Suns Grizzlies Away 39 46 6 6 16 25 34 28 99 37 26 W L
2025-02-25 Celtics Raptors Away 24 39 4 9 14 16 35 31 93 51 8 L W
2025-02-25 Raptors Celtics Home 27 40 1 10 16 14 24 30 83 33 16 W L
2025-02-25 Pelicans Spurs Home 25 54 6 11 19 17 16 33 94 31 25 W W
2025-02-25 Cavaliers Magic Away 25 47 5 5 11 13 34 23 80 32 16 W W
2025-02-25 Hornets Warriors Away 18 50 8 7 24 15 18 23 89 40 18 L L
2025-02-25 Rockets Bucks Home 18 53 9 6 15 17 30 27 91 35 18 W W
2025-02-25 Mavericks Lakers Away 23 45 11 7 12 14 20 31 98 44 13 L L
2025-02-25 Lakers Mavericks Home 24 57 8 7 14 13 28 31 87 40 24 W W
2025-02-25 Warriors Hornets Home 40 51 5 16 11 20 28 28 100 42 18 W W
2025-02-24 Pacers Nuggets Home 29 32 3 11 17 14 28 30 85 43 27 L L
2025-02-24 Wizards Nets Home 26 37 8 7 24 26 30 37 70 31 25 W W
2025-02-24 Hornets Kings Away 24 37 4 14 19 16 23 22 85 40 24 L L
2025-02-24 Hawks Heat Home 29 50 2 13 16 22 23 27 88 35 12 W W
2025-02-24 Nuggets Pacers Away 39 46 4 8 19 21 36 28 94 21 14 W W
2025-02-24 Heat Hawks Away 15 45 4 8 17 9 22 20 84 40 27 L L
2025-02-24 Jazz Trail Blazers Home 24 45 2 7 15 18 33 18 98 44 19 L L
2025-02-24 Trail Blazers Jazz Away 26 51 6 7 13 16 32 29 98 44 24 W W
2025-02-24 76ers Bulls Home 19 47 5 11 16 23 30 28 95 40 29 L L
2025-02-24 Clippers Pistons Away 24 48 3 12 17 24 17 32 92 41 19 L L