🏀 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
2025-01-30 Hawks Cavaliers Away 28 36 1 10 11 18 29 34 90 39 27 L L
2025-01-30 Trail Blazers Magic Home 23 38 5 7 12 18 28 34 78 25 31 W W
2025-01-29 Spurs Clippers Home 27 30 5 11 9 22 32 28 87 42 25 W L
2025-01-29 Thunder Warriors Away 21 50 3 8 11 21 34 24 99 39 25 L L
2025-01-29 Mavericks Pelicans Away 30 51 6 6 18 17 35 22 96 43 17 L W
2025-01-29 Raptors Wizards Away 31 36 3 12 14 27 31 26 88 31 15 L W
2025-01-29 Nuggets Knicks Away 21 47 5 3 14 19 27 27 84 28 23 L L
2025-01-29 Wizards Raptors Home 17 43 5 6 25 21 18 20 72 30 29 L L
2025-01-29 Bulls Celtics Away 28 47 7 3 14 19 23 28 92 49 12 L L
2025-01-29 Kings 76ers Away 34 46 1 5 12 16 30 26 90 41 17 W L
2025-01-29 Timberwolves Suns Away 26 34 6 8 14 19 22 33 75 29 27 L W
2025-01-29 Suns Timberwolves Home 30 36 6 7 15 25 29 30 85 32 20 L L
2025-01-29 Hornets Nets Home 18 52 7 6 17 19 19 18 83 35 25 L L
2025-01-29 Nets Hornets Away 27 40 8 11 8 18 26 27 80 32 20 W W
2025-01-29 Cavaliers Heat Away 29 47 2 10 7 17 31 28 100 42 6 W W
2025-01-29 Pelicans Mavericks Home 31 36 6 13 8 15 32 31 96 31 22 W L
2025-01-29 Heat Cavaliers Home 27 35 4 4 12 5 21 20 83 43 15 L L
2025-01-29 Knicks Nuggets Home 33 35 2 7 5 16 31 29 93 34 18 W W
2025-01-29 Pistons Pacers Away 26 41 3 7 12 21 33 31 89 34 26 L L
2025-01-29 Warriors Thunder Home 30 42 7 6 15 24 20 28 81 38 28 W W