🏀 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
2024-03-30 Celtics Pelicans Away 27 51 7 7 13 13 28 31 82 37 12 W W
2024-03-30 Grizzlies Magic Away 25 45 7 11 19 19 13 21 86 36 17 L L
2024-03-29 Spurs Knicks Home 34 46 2 3 15 16 38 36 82 40 32 W W
2024-03-29 Thunder Suns Home 33 38 7 7 11 13 34 36 87 30 14 W W
2024-03-29 Jazz Rockets Home 23 51 9 4 21 23 23 24 80 31 19 W L
2024-03-29 Cavaliers 76ers Home 34 37 3 4 14 17 28 29 82 37 13 W W
2024-03-29 Timberwolves Nuggets Away 28 39 7 6 9 20 33 29 74 28 37 W W
2024-03-29 Knicks Spurs Away 24 50 1 10 12 24 27 30 110 37 12 L L
2024-03-29 Nuggets Timberwolves Home 29 46 1 6 13 24 26 17 88 28 27 L L
2024-03-29 Clippers Magic Away 19 41 4 11 17 17 23 29 85 24 12 L W
2024-03-29 Bulls Nets Away 24 44 6 3 13 18 21 31 75 30 29 W L
2024-03-29 76ers Cavaliers Away 28 42 7 6 9 20 25 30 94 40 17 L L
2024-03-29 Mavericks Kings Away 24 42 6 4 10 12 26 25 74 35 33 W W
2024-03-29 Nets Bulls Home 26 43 3 9 7 22 27 20 91 44 22 W W
2024-03-29 Hornets Warriors Home 23 41 2 4 11 10 17 28 84 46 24 L L
2024-03-29 Kings Mavericks Home 24 45 1 9 11 22 34 26 92 32 12 W L
2024-03-29 Pistons Wizards Away 19 47 5 9 13 18 23 36 89 24 20 W W
2024-03-29 Magic Clippers Home 20 38 8 10 17 11 19 31 86 29 15 L L
2024-03-29 Wizards Pistons Home 22 47 4 2 19 18 20 20 88 33 8 L L
2024-03-29 Trail Blazers Heat Away 20 43 2 4 24 19 19 21 87 30 11 L L