🏀 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
2024-12-21 Kings Lakers Home 25 46 1 10 13 20 26 27 90 37 14 W L
2024-12-21 Celtics Bulls Away 27 59 4 8 12 12 28 33 100 45 14 W W
2024-12-21 Trail Blazers Spurs Away 21 44 3 8 13 15 20 24 96 43 9 L L
2024-12-21 Cavaliers 76ers Home 31 49 1 8 13 18 30 36 90 43 15 W W
2024-12-21 Nets Jazz Home 24 50 3 9 17 17 24 21 94 40 12 L L
2024-12-21 Pistons Suns Away 31 35 4 13 13 19 41 23 89 39 22 W W
2024-12-21 76ers Cavaliers Away 13 41 3 7 13 16 30 25 85 34 27 L L
2024-12-21 Mavericks Clippers Home 25 43 5 12 11 18 23 31 88 35 22 W W
2024-12-20 76ers Hornets Home 30 39 6 14 14 21 41 17 83 33 18 W W
2024-12-20 Thunder Heat Away 24 48 5 8 14 17 30 20 86 34 17 W W
2024-12-20 Bucks Cavaliers Away 23 45 4 14 20 17 20 31 85 27 18 W L
2024-12-20 Cavaliers Bucks Home 30 48 0 11 15 10 29 40 91 47 14 W W
2024-12-20 Hornets 76ers Away 22 44 4 7 17 19 23 23 78 31 21 L L
2024-12-20 Heat Thunder Home 20 41 3 9 18 16 25 22 83 40 20 L L
2024-12-19 Pacers Suns Away 30 47 7 9 9 21 32 28 89 41 31 W W
2024-12-19 Magic Thunder Home 25 40 6 6 18 16 28 18 78 35 25 L L
2024-12-19 Mavericks Clippers Home 21 40 5 9 13 13 30 19 86 30 28 L L
2024-12-19 Nuggets Trail Blazers Away 35 40 3 7 11 20 35 31 87 34 21 W L
2024-12-19 Trail Blazers Nuggets Home 29 45 7 7 10 18 30 36 97 46 24 W W
2024-12-19 Warriors Grizzlies Away 20 36 5 11 17 16 15 23 90 36 24 L L