🏀 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
2025-01-10 Knicks Thunder Home 18 43 3 7 10 15 17 26 96 31 23 L L
2025-01-10 76ers Pelicans Home 23 42 3 7 9 25 24 23 91 38 19 L L
2025-01-10 Bulls Wizards Home 39 55 7 11 13 12 36 32 95 49 14 W W
2025-01-10 Kings Celtics Away 26 56 8 11 9 18 34 19 102 47 9 W W
2025-01-10 Pacers Warriors Home 27 48 8 8 15 13 27 23 82 27 19 W W
2025-01-10 Nuggets Nets Home 34 49 5 12 14 18 32 33 87 24 33 W W
2025-01-10 Warriors Pacers Away 25 42 2 11 13 19 24 21 91 38 13 L L
2025-01-10 Wizards Bulls Away 26 45 4 6 15 15 26 32 98 46 13 L L
2025-01-10 Nets Nuggets Away 26 39 5 9 17 24 36 23 90 45 19 L L
2025-01-10 Magic Bucks Home 20 44 5 8 10 19 31 20 86 40 26 W L
2025-01-10 Pelicans 76ers Away 31 44 8 7 12 16 28 25 91 40 26 W W
2025-01-10 Bucks Magic Away 18 43 5 10 11 18 29 21 83 25 23 W W
2025-01-09 Timberwolves Magic Away 21 50 4 9 8 19 29 23 85 34 31 W W
2025-01-09 Cavaliers Raptors Home 31 42 3 8 11 11 27 34 89 45 25 W W
2025-01-09 Warriors Pistons Away 32 49 7 9 15 18 25 32 89 46 16 W W
2025-01-09 Mavericks Trail Blazers Home 26 53 7 8 14 18 20 33 88 30 30 W W
2025-01-09 Jazz Heat Home 20 49 7 9 16 15 27 14 83 36 17 W L
2025-01-09 Trail Blazers Mavericks Away 24 43 7 6 12 22 28 30 93 36 20 L L
2025-01-09 Magic Timberwolves Home 21 47 10 4 14 22 18 21 87 40 19 L L
2025-01-09 Raptors Cavaliers Away 34 37 2 9 12 17 33 28 89 31 13 W L