🏀 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
2025-03-14 Celtics Heat Away 18 41 4 8 14 17 30 20 83 50 13 L W
2025-03-14 76ers Pacers Home 13 43 9 7 14 19 26 25 82 38 22 L L
2025-03-14 Grizzlies Cavaliers Home 25 45 3 11 14 25 29 29 97 36 21 W L
2025-03-14 Lakers Nuggets Away 32 47 2 10 8 25 40 27 105 40 16 W L
2025-03-14 Spurs Hornets Home 27 36 5 14 13 17 26 29 95 46 22 L L
2025-03-14 Nuggets Lakers Home 30 39 5 7 12 15 32 39 85 31 38 W W
2025-03-14 Clippers Hawks Away 27 40 5 14 13 15 24 29 86 27 20 W W
2025-03-14 Hawks Clippers Home 25 44 6 8 18 18 26 35 88 33 17 W L
2025-03-14 Rockets Mavericks Home 27 67 6 5 10 13 27 35 105 31 12 W W
2025-03-14 Heat Celtics Home 18 38 4 10 17 12 23 27 75 34 17 L L
2025-03-13 Bucks Lakers Home 30 48 8 9 11 21 33 38 86 40 33 W W
2025-03-13 Magic Pelicans Away 25 39 7 7 8 20 32 36 83 33 18 W W
2025-03-13 Pelicans Magic Home 23 40 4 3 13 16 23 15 79 25 21 L L
2025-03-13 Warriors Kings Home 35 43 5 8 14 21 30 31 78 39 24 W W
2025-03-13 Lakers Bucks Away 18 38 4 3 13 23 29 34 87 40 18 L L
2025-03-13 Nets Bulls Away 32 50 7 6 9 26 30 35 96 34 18 W L
2025-03-13 Kings Warriors Away 25 30 4 7 14 15 18 33 79 37 22 L L
2025-03-13 Bulls Nets Home 24 47 4 8 8 16 31 31 90 37 26 W W
2025-03-13 Pistons Wizards Home 23 41 6 8 12 23 31 31 85 30 43 W L
2025-03-13 Wizards Pistons Away 30 47 5 10 15 29 31 38 90 45 27 W W