🏀 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
2024-11-17 Suns Timberwolves Away 29 41 2 9 19 26 31 33 85 31 15 L L
2024-11-17 Timberwolves Suns Home 27 32 6 8 14 13 22 32 80 39 26 L W
2024-11-17 Thunder Mavericks Home 29 29 5 11 6 25 34 24 87 42 25 W L
2024-11-17 Hornets Cavaliers Away 34 40 6 12 9 23 28 31 103 52 12 W L
2024-11-17 Heat Pacers Away 21 38 1 4 10 13 20 29 90 43 20 L L
2024-11-17 Hawks Trail Blazers Away 30 47 7 10 25 19 33 31 85 32 25 W L
2024-11-17 Pacers Heat Home 30 45 6 6 10 16 28 24 85 29 20 W W
2024-11-17 Jazz Clippers Away 24 41 1 7 18 14 25 20 79 40 18 L L
2024-11-17 Bulls Rockets Home 26 47 7 8 13 21 26 26 107 56 22 L L
2024-11-17 Nuggets Grizzlies Away 23 39 5 9 14 12 25 18 84 31 14 L L
2024-11-17 Wizards Pistons Home 21 39 3 6 17 16 18 35 83 27 20 L L
2024-11-17 Mavericks Thunder Away 18 53 5 4 16 20 39 27 84 27 36 W W
2024-11-17 Trail Blazers Hawks Home 31 40 10 16 20 21 21 35 95 38 19 W W
2024-11-17 Nets Knicks Away 31 35 3 1 9 19 29 28 76 41 30 L L
2024-11-16 Spurs Mavericks Away 21 45 9 10 11 17 28 23 88 40 30 W L
2024-11-16 Bucks Hornets Away 31 40 6 6 9 18 39 24 92 36 11 W L
2024-11-16 Kings Jazz Home 24 35 3 6 14 29 35 29 83 41 25 L W
2024-11-16 Raptors Celtics Away 35 46 2 3 9 19 26 28 98 23 21 L L
2024-11-16 Celtics Raptors Home 30 42 6 2 9 20 28 28 99 61 19 L W
2024-11-16 Hornets Bucks Home 25 53 4 7 10 16 33 26 93 42 21 W W