🏀 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
2025-04-03 76ers Bucks Home 30 40 4 8 13 18 39 20 89 39 19 W L
2025-04-03 Timberwolves Nets Away 27 45 10 6 17 13 20 29 78 42 21 W W
2025-04-03 Raptors Trail Blazers Home 29 35 1 14 17 19 31 19 96 34 5 L L
2025-04-03 Trail Blazers Raptors Away 20 54 6 10 20 13 29 18 86 34 20 W W
2025-04-02 Clippers Pelicans Home 27 30 4 9 10 9 22 37 76 32 26 W W
2025-04-02 Nuggets Spurs Home 24 58 4 7 12 12 21 33 96 44 25 W L
2025-04-02 Hornets Pacers Away 20 44 2 3 18 15 25 20 78 24 18 L L
2025-04-02 Kings Wizards Away 25 48 3 10 11 16 26 26 95 39 28 W L
2025-04-02 Cavaliers Knicks Home 23 44 5 8 13 18 28 25 94 37 14 L W
2025-04-02 Pelicans Clippers Away 29 39 4 9 15 21 16 31 85 22 11 L L
2025-04-02 Wizards Kings Home 24 41 3 6 14 21 26 29 84 43 18 L W
2025-04-02 Celtics Heat Home 24 43 6 3 13 17 22 23 87 43 16 L L
2025-04-02 Mavericks Hawks Home 27 42 8 7 13 16 32 35 83 33 21 W W
2025-04-02 Thunder Pistons Home 25 46 11 12 10 19 41 24 96 38 31 W W
2025-04-02 Rockets Jazz Home 30 63 6 4 10 18 33 37 104 45 19 W W
2025-04-02 Spurs Nuggets Away 27 52 5 6 10 17 33 33 97 46 13 W W
2025-04-02 Jazz Rockets Away 25 39 6 7 9 14 26 20 94 40 23 L L
2025-04-02 Knicks Cavaliers Away 24 39 2 7 14 19 34 26 90 36 17 L L
2025-04-02 Heat Celtics Away 28 34 2 9 4 13 29 30 83 30 27 W W
2025-04-02 Hawks Mavericks Away 29 43 3 7 11 19 34 38 97 39 22 W L