🏀 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
2024-04-25 76ers Knicks Home 24 36 8 6 11 18 27 28 75 31 33 W W
2024-04-25 Nuggets Lakers Away 27 51 3 4 13 14 23 26 90 28 22 L W
2024-04-24 Heat Celtics Away 25 40 1 9 14 22 28 30 75 43 18 W W
2024-04-24 Celtics Heat Home 21 39 8 9 13 17 27 34 80 32 21 W L
2024-04-24 Pelicans Thunder Away 16 35 2 4 18 24 22 28 73 26 21 L L
2024-04-24 Thunder Pelicans Home 25 37 2 5 9 19 35 28 78 29 20 W W
2024-04-23 Mavericks Clippers Away 17 50 7 8 14 23 23 22 76 33 27 W W
2024-04-23 Timberwolves Suns Home 23 39 2 11 14 21 24 26 78 32 30 W W
2024-04-23 Clippers Mavericks Home 18 47 4 9 9 19 19 22 87 30 26 W L
2024-04-23 Bucks Pacers Home 24 40 4 4 8 13 26 29 86 32 21 W L
2024-04-23 Suns Timberwolves Away 19 41 1 7 20 22 21 30 78 22 19 L L
2024-04-23 Pacers Bucks Away 38 45 6 3 6 18 30 30 90 36 14 W W
2024-04-22 76ers Knicks Away 26 44 6 3 11 21 25 28 84 36 22 L L
2024-04-22 Nuggets Lakers Home 26 45 4 6 9 17 24 20 88 34 17 W W
2024-04-22 Cavaliers Magic Home 18 48 6 11 15 24 30 28 82 39 26 W W
2024-04-22 Magic Cavaliers Away 18 41 5 8 17 22 18 26 80 35 26 L L
2024-04-22 Knicks 76ers Home 22 46 6 5 8 17 18 31 91 33 23 W W
2024-04-22 Lakers Nuggets Away 24 38 3 6 15 20 28 31 78 30 13 L L
2024-04-21 Thunder Pelicans Home 21 44 7 5 13 13 17 26 85 32 13 L W
2024-04-21 Bucks Pacers Home 21 47 5 5 12 22 30 39 87 37 13 W W