🏀 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
2025-03-31 Celtics Grizzlies Away 30 54 3 4 12 11 25 41 96 62 19 W W
2025-03-31 Bulls Thunder Away 29 43 7 7 19 16 18 22 98 51 16 L L
2025-03-31 Wizards Heat Home 22 39 4 14 18 20 23 24 86 43 18 L L
2025-03-31 Nets Mavericks Away 32 40 3 6 8 23 25 33 90 51 20 L W
2025-03-31 Lakers Rockets Home 22 45 6 11 11 15 16 32 89 46 20 W W
2025-03-31 Pacers Kings Home 28 40 5 6 12 14 27 27 90 41 13 L W
2025-03-31 Clippers Magic Away 18 47 5 12 16 19 22 23 82 31 19 W W
2025-03-31 Magic Clippers Home 18 32 4 10 14 17 28 19 76 26 22 L L
2025-03-31 Grizzlies Celtics Home 21 45 3 9 10 16 32 29 92 44 16 W L
2025-03-31 Mavericks Nets Home 29 49 3 4 8 19 29 34 86 30 29 W L
2025-03-31 Jazz Hornets Away 25 41 2 13 10 15 21 26 96 52 15 L L
2025-03-31 Rockets Lakers Away 26 51 5 7 15 20 19 29 89 32 17 W L
2025-03-30 Suns Rockets Home 25 39 5 8 19 21 24 25 87 32 17 L L
2025-03-30 Pelicans Hornets Home 24 57 8 9 17 17 21 22 92 31 17 W W
2025-03-30 Rockets Suns Away 37 45 4 14 9 15 32 46 98 31 25 W W
2025-03-30 Warriors Spurs Away 42 44 3 17 12 15 44 24 97 44 19 W W
2025-03-30 Clippers Cavaliers Away 25 44 4 6 12 17 25 39 93 41 22 L L
2025-03-30 Bucks Hawks Home 21 36 2 5 14 24 44 31 82 35 43 L L
2025-03-30 Knicks Trail Blazers Home 27 44 10 10 13 17 27 23 84 25 13 W W
2025-03-30 Timberwolves Pistons Home 24 59 9 3 9 24 20 34 93 31 31 W W