🏀 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
2025-02-24 Nets Wizards Away 25 39 4 16 15 28 20 39 84 36 24 W L
2025-02-24 Timberwolves Thunder Away 29 54 5 6 13 23 28 17 97 32 39 W W
2025-02-24 Kings Hornets Home 30 49 4 12 18 18 34 31 87 38 18 W W
2025-02-24 Pistons Clippers Home 22 46 7 11 15 18 23 28 79 29 36 W W
2025-02-24 Thunder Timberwolves Home 27 53 8 10 11 30 32 32 106 49 29 W L
2025-02-24 Bulls 76ers Away 32 44 6 11 13 19 39 36 89 40 36 W W
2025-02-23 Magic Wizards Home 25 47 5 9 13 23 27 22 90 32 22 W W
2025-02-23 Heat Bucks Away 25 46 3 3 9 22 37 28 88 31 26 W L
2025-02-23 Spurs Pelicans Away 29 46 7 11 10 19 30 23 97 51 25 W L
2025-02-23 Hawks Pistons Home 30 40 6 8 13 21 30 38 96 45 36 W L
2025-02-23 Mavericks Warriors Away 24 41 4 7 18 22 18 26 82 32 19 L L
2025-02-23 Raptors Suns Home 30 49 1 6 14 23 29 38 88 35 30 W W
2025-02-23 Pacers Clippers Home 31 46 5 7 12 24 31 35 84 36 27 W W
2025-02-23 Bucks Heat Home 25 40 3 4 9 23 23 32 86 39 22 L W
2025-02-23 Pistons Hawks Away 39 37 5 9 17 23 33 43 93 40 25 W W
2025-02-23 Timberwolves Thunder Home 23 44 5 6 13 22 23 40 89 45 28 W L
2025-02-23 Cavaliers Grizzlies Home 25 57 5 5 14 25 33 29 99 47 35 W W
2025-02-23 Clippers Pacers Away 23 32 3 9 10 18 24 31 85 40 33 L L
2025-02-23 Suns Raptors Away 22 37 7 9 11 19 25 27 85 28 22 L L
2025-02-23 Celtics Knicks Home 27 49 5 8 10 14 38 26 91 44 11 W W