🏀 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
2025-12-02 Warriors Thunder Home 30 43 2 5 15 22 26 18 95 42 10 L L
2025-12-02 Trail Blazers Raptors Away 23 39 7 7 15 21 39 20 83 40 32 L L
2025-12-02 Pelicans Timberwolves Home 26 42 1 5 12 23 25 43 91 21 35 W L
2025-12-02 Grizzlies Spurs Away 28 50 6 4 15 28 32 27 90 26 24 W L
2025-12-02 Knicks Celtics Away 29 33 2 5 10 15 32 20 85 44 17 L L
2025-12-02 Thunder Warriors Away 24 41 5 8 15 13 32 31 79 32 23 W W
2025-12-02 Wizards 76ers Away 23 53 11 5 15 15 31 23 88 36 32 W L
2025-12-02 Celtics Knicks Home 18 38 3 6 10 20 21 37 87 40 14 L W
2025-12-02 76ers Wizards Home 26 51 6 12 10 21 34 32 102 40 17 W W
2025-12-02 Spurs Grizzlies Home 28 40 7 7 6 22 36 27 92 39 31 W W
2025-12-01 Hawks Pistons Away 27 34 4 15 13 16 27 22 89 40 11 L L
2025-12-01 Cavaliers Pacers Away 27 48 8 7 8 28 37 29 98 40 29 W W
2025-12-01 Wizards Bucks Home 29 41 4 9 10 17 28 30 102 36 15 L W
2025-12-01 Mavericks Nuggets Away 35 43 4 4 8 19 27 42 95 31 14 W W
2025-12-01 Nuggets Mavericks Home 37 47 5 5 7 11 41 27 99 37 18 W L
2025-12-01 Bulls Magic Away 30 43 4 9 20 23 26 27 88 37 22 L L
2025-12-01 Rockets Jazz Away 27 46 8 6 13 26 32 25 93 34 41 L L
2025-12-01 Clippers Heat Away 23 46 3 8 11 10 24 32 96 29 35 L L
2025-12-01 Heat Clippers Home 34 50 10 7 11 25 35 41 100 46 12 W W
2025-12-01 Suns Lakers Away 35 33 1 16 11 16 31 35 92 39 8 W W