🏀 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
2024-02-14 Knicks Magic Away 15 34 0 8 12 11 36 19 84 29 24 L L
2024-02-14 Bulls Cavaliers Away 18 44 3 5 15 21 32 17 83 33 17 L L
2024-02-14 Magic Knicks Home 25 34 7 7 12 22 27 38 76 26 11 W W
2024-02-14 76ers Heat Home 29 39 1 3 14 20 33 29 86 35 16 L L
2024-02-14 Grizzlies Rockets Home 27 46 11 8 11 20 36 22 79 35 41 W W
2024-02-14 Warriors Clippers Home 34 47 2 7 9 25 30 29 103 47 18 W L
2024-02-14 Rockets Grizzlies Away 20 56 4 9 9 25 21 28 102 36 28 L L
2024-02-14 Nets Celtics Away 27 31 1 5 12 12 15 17 81 31 15 L L
2024-02-14 Hornets Hawks Home 27 46 4 7 13 18 29 32 89 37 20 W W
2024-02-14 Lakers Jazz Away 34 37 4 8 10 13 34 36 91 31 24 W W
2024-02-14 Suns Pistons Home 28 54 11 15 24 20 37 33 77 31 44 W W
2024-02-14 Mavericks Spurs Home 28 55 10 6 16 14 25 31 92 30 10 W W
2024-02-14 Pelicans Wizards Home 36 39 6 14 10 21 31 37 89 32 29 W W
2024-02-14 Kings Nuggets Away 21 48 5 7 15 18 16 25 89 33 19 L W
2024-02-14 Nuggets Kings Home 27 45 5 6 12 18 27 26 89 26 22 W L
2024-02-14 Spurs Mavericks Away 29 44 7 8 12 9 32 19 100 40 15 L L
2024-02-14 Raptors Pacers Home 30 56 7 6 15 20 35 36 98 26 26 W L
2024-02-14 Hawks Hornets Away 23 45 6 5 16 20 31 24 89 38 20 L L
2024-02-13 Bucks Heat Home 24 38 4 8 18 12 28 24 83 39 11 L L
2024-02-13 Thunder Magic Away 28 31 8 9 12 20 31 29 84 32 24 L W