🏀 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
2025-12-31 Pacers Magic Home 22 39 3 10 16 24 28 38 83 35 32 W L
2025-12-31 Bucks Wizards Home 24 48 6 2 15 14 32 30 89 39 22 W L
2025-12-31 Suns Cavaliers Away 23 52 5 8 13 20 21 33 105 36 16 L L
2025-12-31 Trail Blazers Thunder Away 20 50 3 10 24 21 30 25 87 35 17 L L
2025-12-31 Spurs Knicks Home 25 48 3 7 11 17 36 27 89 38 40 W W
2025-12-31 Wizards Bucks Away 31 44 8 8 10 18 30 35 94 39 20 W W
2025-12-31 Timberwolves Hawks Away 22 46 6 5 14 16 26 23 87 40 18 L L
2025-12-31 Pelicans Bulls Away 25 46 9 4 10 24 32 30 98 38 27 L L
2025-12-31 Hornets Warriors Home 35 37 1 11 15 23 30 34 93 40 17 W L
2025-12-31 Magic Pacers Away 28 49 4 9 19 23 31 37 90 21 28 W W
2025-12-30 Celtics Jazz Away 27 44 9 8 7 17 31 28 94 44 23 W W
2025-12-30 Jazz Celtics Home 31 40 3 4 13 17 38 26 87 42 25 W L
2025-12-30 Kings Clippers Away 18 39 8 1 18 20 20 20 83 27 14 L L
2025-12-30 76ers Grizzlies Away 33 41 5 14 8 23 34 38 111 42 27 W W
2025-12-30 Grizzlies 76ers Home 28 51 10 2 20 18 40 32 92 29 26 W L
2025-12-30 Clippers Kings Home 29 42 9 13 3 14 34 39 90 38 32 W W
2025-12-30 Pistons Lakers Away 30 37 4 12 18 26 36 34 76 24 29 W W
2025-12-30 Lakers Pistons Home 28 33 3 10 20 24 30 35 82 39 31 L L
2025-12-29 Pacers Rockets Away 30 29 3 12 9 22 25 23 88 34 20 L L
2025-12-29 Nuggets Heat Away 29 36 4 5 10 21 29 34 89 31 22 L L