🏀 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
2024-05-01 Clippers Mavericks Home 18 45 0 4 15 19 24 22 87 35 21 L L
2024-05-01 Heat Celtics Away 20 29 0 4 6 17 23 23 87 29 10 L L
2024-04-30 Magic Cavaliers Away 17 43 7 5 14 17 23 24 78 31 29 L L
2024-04-30 Knicks 76ers Home 19 40 8 10 15 19 17 32 86 36 24 L L
2024-04-30 Cavaliers Magic Home 23 39 3 9 10 25 33 15 88 37 19 L W
2024-04-30 Bucks Pacers Home 23 44 4 8 11 15 23 30 84 29 20 W W
2024-04-30 Pacers Bucks Away 25 36 3 3 13 18 31 17 81 38 13 L L
2024-04-30 76ers Knicks Away 28 46 7 5 17 23 26 17 91 39 19 L W
2024-04-29 Celtics Heat Away 21 46 3 5 11 20 34 19 86 37 18 L W
2024-04-29 Nuggets Lakers Home 28 45 1 6 14 16 28 22 89 38 9 L W
2024-04-29 Heat Celtics Home 17 42 3 4 15 18 24 12 86 33 12 L L
2024-04-29 Pelicans Thunder Home 22 50 8 10 19 25 21 22 85 34 20 W L
2024-04-29 Lakers Nuggets Away 30 41 6 7 9 12 24 29 84 35 27 W L
2024-04-29 Thunder Pelicans Away 18 44 7 9 14 18 21 23 82 40 24 L W
2024-04-28 Timberwolves Suns Away 23 44 6 6 12 27 25 31 89 36 31 L W
2024-04-28 Knicks 76ers Away 19 52 11 1 12 19 17 30 86 27 26 L W
2024-04-28 Pacers Bucks Home 33 38 6 5 8 18 33 34 89 43 18 W W
2024-04-28 Bucks Pacers Away 26 42 4 5 9 18 33 31 90 33 14 W L
2024-04-28 Clippers Mavericks Away 22 29 6 10 13 27 39 27 80 29 18 L W
2024-04-28 76ers Knicks Home 23 42 5 5 9 24 27 22 82 33 29 W L