🏀 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
2025-02-05 Magic Kings Away 30 35 3 8 8 24 37 25 88 31 15 L W
2025-02-05 Bucks Hornets Away 26 44 4 6 9 16 38 28 81 42 13 W W
2025-02-05 76ers Heat Home 22 39 4 14 4 15 25 32 96 40 20 W L
2025-02-05 Thunder Suns Home 24 46 4 15 5 23 37 24 102 42 27 W W
2025-02-05 Nets Wizards Home 26 37 3 7 10 20 26 35 83 38 23 W L
2025-02-05 Hornets Bucks Home 21 41 1 4 8 14 26 30 88 34 20 L L
2025-02-05 Kings Magic Home 23 37 4 6 17 14 31 29 80 27 28 L L
2025-02-05 Pelicans Nuggets Away 26 38 3 5 11 10 36 32 93 29 26 L L
2025-02-05 Heat 76ers Away 25 54 4 3 22 13 29 33 83 34 20 W W
2025-02-05 Wizards Nets Away 40 40 3 6 14 21 33 32 81 43 14 W W
2025-02-05 Hawks Spurs Home 33 45 5 5 20 14 25 29 91 42 18 L L
2025-02-05 Nuggets Pelicans Home 40 51 4 9 7 21 36 32 100 43 15 W W
2025-02-05 Spurs Hawks Away 36 41 3 16 10 20 35 37 101 37 16 W W
2025-02-05 Cavaliers Pistons Away 28 46 7 6 23 22 34 31 85 38 24 W W
2025-02-05 Grizzlies Raptors Away 22 61 5 7 16 19 22 31 89 38 38 W W
2025-02-05 Pistons Cavaliers Home 22 45 5 13 11 21 26 30 98 37 28 W L
2025-02-04 Celtics Cavaliers Away 26 53 6 10 12 21 28 26 98 48 18 W W
2025-02-04 Nets Rockets Home 26 39 9 10 13 25 22 22 82 27 17 W W
2025-02-04 Lakers Clippers Away 33 50 3 7 14 15 45 28 81 37 23 W W
2025-02-04 Pacers Trail Blazers Away 25 39 6 11 19 19 18 20 81 24 21 L L