🏀 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
2025-10-22 Knicks Cavaliers Home 22 48 4 8 13 23 33 32 86 40 36 W W
2025-10-22 Bulls Pistons Home 29 50 8 6 17 23 35 29 87 30 32 W W
2025-10-22 Celtics 76ers Home 16 42 4 7 11 28 28 23 91 43 26 L L
2025-10-22 Wizards Bucks Away 23 56 4 5 13 19 23 30 98 42 19 L L
2025-10-22 Mavericks Spurs Home 20 37 3 5 16 24 29 22 83 21 26 L L
2025-10-22 Pelicans Grizzlies Away 20 47 4 10 14 30 30 37 98 27 31 L L
2025-10-22 Cavaliers Knicks Away 21 32 4 8 15 25 23 27 86 46 18 L L
2025-10-22 Kings Suns Away 24 37 10 10 13 22 29 42 94 24 23 W L
2025-10-22 Clippers Jazz Away 28 38 6 8 15 21 19 28 88 45 21 L L
2025-10-22 Timberwolves Trail Blazers Away 21 45 10 10 19 29 33 24 86 30 24 L W
2025-10-22 Raptors Hawks Away 36 54 4 10 19 31 36 29 95 25 29 W W
2025-10-22 Heat Magic Away 26 47 4 9 17 28 39 26 91 35 27 W L
2025-10-22 Hornets Nets Home 33 50 5 5 16 25 38 39 90 36 33 W W
2025-10-22 Spurs Mavericks Away 24 50 5 10 14 24 28 32 87 20 28 W W
2025-10-22 Jazz Clippers Home 38 46 6 11 12 21 43 35 87 44 20 W W
2025-10-22 Suns Kings Home 23 51 7 7 15 25 19 35 95 34 28 W W
2025-10-22 Grizzlies Pelicans Home 20 39 12 5 17 29 27 29 80 37 43 L W
2025-10-22 Magic Heat Home 23 46 7 8 15 20 38 31 90 30 35 W W
2025-10-22 76ers Celtics Away 23 40 4 3 14 23 26 31 85 41 30 L W
2025-10-22 Bucks Wizards Home 31 46 6 8 8 22 40 32 98 44 19 W W